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Std. XI Sci.  

Perfect Mathematics - II  

 

 

 

 

 

 

 

 

 

 

 

 

   

 

 

 

 

 

 

 

 

 

No part of this book may be reproduced or transmitted in any form or by any means, C.D. ROM/Audio Video Cassettes or electronic, mechanical including photocopying; recording or by any information

storage and retrieval system without permission in writing from the Publisher.

Edition: July 2014

Mr. Vinodkumar J. Pandey B.Sc. (Mathematics)

G. N. Khalsa College, Mumbai

Dr. Sidheshwar S. Bellale M.Sc., B.Ed., PhD. (Maths) Department of Mathematics,

Dayanand Science College, Latur. 

Mr. Vinod Singh M.Sc. (Mathematics) Mumbai University 

©Target     All rights reserved

Publications Pvt. Ltd.

Published by

Target PUBLICATIONS PVT. LTD. Shiv Mandir Sabhagriha, Mhatre Nagar, Near LIC Colony, Mithagar Road, Mulund (E), Mumbai - 400 081 Off.Tel: 022 – 6551 6551 Email: [email protected] Website: www.targetpublications.org

Price : ` 260/-

Printed at: India Printing Works 42, G.D. Ambekar Marg, Wadala, Mumbai – 400 031

Std. XI Sci.

Perfect Mathematics - II

Written according to the New Text book (2012-2013) published by the Maharashtra State Board of Secondary and Higher Secondary Education, Pune.

TEID : 752

Salient Features :

• Exhaustive coverage of entire syllabus.

• Covers answers to all textual and miscellaneous exercises.

• Precise theory for every topic.

• Neat, labelled and authentic diagrams.

• Written in systematic manner.

• Self evaluative in nature.

• Practice problems and multiple choice questions for effective

preparation.

PREFACE In the case of good books, the point is not how many of them you can get through, but rather how many can get through to you.

“Std. XI Sci. : PERFECT MATHEMATICS - II” is a complete and thorough guide critically analysed and extensively drafted to boost the students confidence. The book is prepared as per the Maharashtra State board syllabus and provides answers to all textual questions. At the beginning of every chapter, topic – wise distribution of all textual questions including practice problems has been provided for simpler understanding of different types of questions. Neatly labelled diagrams have been provided wherever required.

Practice Problems and Multiple Choice Questions help the students to test their range of preparation and the amount of knowledge of each topic. Important theories and formulae are the highlights of this book. The steps are written in systematic manner for easy and effective understanding.

The journey to create a complete book is strewn with triumphs, failures and near misses. If you think we’ve nearly missed something or want to applaud us for our triumphs, we’d love to hear from you. Please write to us on : [email protected]

Best of luck to all the aspirants!

Yours faithfully, Publisher

No. Topic Name Page No.

1 Sets, Relations and Functions 1 2 Logarithms 39 3 Complex Numbers 67 4 Sequence and Series 119 5 Permutations and Combinations 172 6 Method of Induction and Binomial Theorem 213 7 Limits 250 8 Differentiation 302 9 Integration 329

10 Statistics (Measures of Dispersion) 345 11 Probability 389

Log Tables Logarithms 439 Antilogarithms 441

Target Publications Pvt. Ltd. Chapter 01: Sets, Relations and Functions

1 1

01 Sets, relations and functions

Type of Problems Exercise Q. Nos.

To describe sets in Roster form 1.1 Q.1 (i., ii., iii.)

Practice Problems (Based on Exercise 1.1)

Q.1 (i., ii., iii.)

To describe sets in Set-Builder form

1.1 Q.2 (i., ii., iii.), Q.12(i. to iv.)

Practice Problems (Based on Exercise 1.1)

Q.2 (i., ii., iii.) Q.11 (i. to iv.)

Miscellaneous Q.1 (i., ii., iii.)

Practice Problems (Based on Miscellaneous)

Q.1(i., ii.)

Operations on Sets

1.1 Q.3 to Q.11 Q.13 (i. to iv.)

Practice Problems (Based on Exercise 1.1)

Q.3 to Q.10 Q.12 (i., ii.)

Miscellaneous Q.2, 3, 4

Practice Problems (Based on Miscellaneous)

Q.2, 3, 4

Ordered Pairs

1.2 Q.1, 2, 6, 11

Practice Problems (Based on Exercise 1.2)

Q.1, 2, 5, 9

Cartesian product of two Sets

1.2 Q.3, 4, 5

Practice Problems (Based on Exercise 1.2)

Q.3, 4

Miscellaneous Q.5 (i., ii.)

Practice Problems (Based on Miscellaneous)

Q.5

To find domain and range of a given relation

1.2 Q.7, 8, 9, 10

Practice Problems (Based on Exercise 1.2)

Q.6, 7, 8

Miscellaneous Q.6, 7

Practice Problems (Based on Miscellaneous)

Q.6, 7

Target Publications Pvt. Ltd. Std. XI Sci.: Perfect Maths - II

2

Types of Functions

1.3 Q.9, 10

Practice Problems (Based on Exercise 1.3)

Q.9, 10

Miscellaneous Q.9, 10, 22

Practice Problems (Based on Miscellaneous)

Q.9, 10, 21

To find values of the given function

1.3 Q.3, 5, 6, 7

Practice Problems (Based on Exercise 1.3)

Q.3, 4, 6, 7

Miscellaneous Q.13 to Q.17

Practice Problems (Based on Miscellaneous)

Q.12 to Q.16

Operations on functions

1.3 Q.11 (i. to iii.)

Practice Problems (Based on Exercise 1.3)

Q.11 (i. to iii.)

Composite function

1.3 Q.12 to Q.15

Practice Problems (Based on Exercise 1.3)

Q.12 to Q.15

Miscellaneous Q.18 to Q.21

Practice Problems (Based on Miscellaneous)

Q.17 to Q.20

Inverse function

1.3 Q.16

Practice Problems (Based on Exercise 1.3)

Q.16

Miscellaneous Q.11, 12

Practice Problems (Based on Miscellaneous)

Q.11

To find domain and range of a given function

1.3 Q.1, 2, 4, 8

Practice Problems (Based on Exercise 1.3)

Q.1, 2, 5, 8

Miscellaneous Q.8, 23, 24

Practice Problems (Based on Miscellaneous)

Q.8

Target Publications Pvt. Ltd. Chapter 01: Sets, Relations and Functions

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Syllabus: Sets, Subset, Intervals, Types of sets, Power set, Ordered pair, Cartesian products of two sets, Definition of Relation, Domain, Co-domain and Range of Relation, Types of Relation, Definition of function, Types of functions, Operations on functions, Composite function, Inverse function, Binary operation, Real valued functions of the real variable. Introduction All basic concepts of modern mathematics are based on set theory. The concepts involving logic can be explained more easily with the help of set theory. It plays a crucial role in the study of relations, functions, probability and is used extensively in various other branches of mathematics. We shall briefly revise and study some more concepts about sets. Sets A set is a well-defined collection of objects. These objects may be actually listed or may be specified by a rule. A set is usually denoted by the capital letters A, B, C, N, R, etc. Each object in a set is called an element or a member of the set and is denoted by the small letters a, b, c, etc. If x is an element of set A, then we write it as x ∈ A and read it as ‘x belongs to A’ and if y is not an element of set A, then we write it as y ∉ A and read it as ‘y does not belong to A’. Example: If A = {2, 4, 6, 8}, then 4 ∈ A, 7 ∉ A, 8 ∈ A, 10 ∉ A The set of natural numbers, whole numbers, integers, rational numbers and real numbers are denoted by N, W, I, Q and R respectively. Methods of Representation of Sets There are two methods of representing a set which are as follows: i. Roster method (Listing method): In this method all the elements are listed or

tabulated. The elements are separated by commas and are enclosed within two braces(curly brackets).

Example: The set A of all positive even integers less than 9 can be written as A = {2, 4, 6, 8}.

ii. Set-Builder method: In this method, the set is described by the

characteristic property of its elements. In general, if all the elements of set A satisfy

some property P, then write A in set-builder notation as A = {x/x has property P} and read it as ‘A is the set of all x such that x has the property P’.

Example: Let B = {3, 4, 5, 6, 7, 8} Using the set-builder method, B can be written

as B = {x/x ∈ N, 3 ≤ x ≤ 8} Since B = {3, 4, 5, 6, 7, 8} can also be stated

as the set of natural numbers from 3 to 8 including 3 and 8.

Some standard sets are as follows: N = set of all natural numbers = {1, 2, 3,…..} Z or I = set of all integers = { ….−3, −2, −1, 0, 1, 2, 3 …} Q = set of all rational numbers

= p / p,q Z,q 0q

⎧ ⎫∈ ≠⎨ ⎬

⎩ ⎭

Subset: Set A is called a subset of set B, if every element of set A is also an element of set B i.e., if x ∈ A, then x ∈ B. We denote this relation as A ⊆ B and read it as ‘A is a subset for B’. It s clear that i. Every set is a subset of itself i.e., A ⊆ A. ii. An empty set φ is a subset of every set. Example: If A = {2, 4, 6, 8} and B = {2, 4, 6, 8, 10, 12}, then A ⊆ B. If A ⊆ B, then B is called a superset of A, denoted by B ⊇ A. Proper subset: If every element of set A is an element of set B and B contains at least one element which is not in A, then A is said to be a proper subset of B and it is denoted as A ⊂ B.

Target Publications Pvt. Ltd. Std. XI Sci.: Perfect Maths - II

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Example: If A = {2, 3, 5, 6}, B = {1, 2, 3, 4, 5, 6, 7} Here every element of set A i.e., 2, 3, 5, 6 is an element of set B. But B contains elements 1, 4, 7 which are not in A. Hence in the case we say that A is a proper subset of B and is denoted by A ⊂ B. Intervals Open interval If p, q ∈ R and p < q, then the set {x/x∈R, p < x < q} is called open interval and is denoted by (p, q). Here all the numbers between p and q ∈ (p, q) except p and q. ∴ (p, q) = {x/x∈R, p < x < q} Closed interval If p, q ∈ R and p < q, then the set {x/x∈R, p ≤ x ≤ q} is called closed interval and is denoted by [p,q]. Here all the numbers between p and q ∈ [p, q] including p, q. ∴ [p, q] = {x/x∈R, p ≤ x ≤ q} Semi-closed interval

If p, q ∈ R and p < q, then the set {x/x∈R, p ≤ x < q} is called semi-closed interval and is denoted by [p, q). ∴ [p, q) = {x/x∈R, p ≤ x < q} [p, q) includes p but excludes q. Semi-open interval

If p, q ∈ R and p < q, then the set {x/x∈R, p < x ≤ q} is called semi-open interval and is denoted by (p, q]. ∴ (p, q] = {x/x ∈ R, p < x ≤ q} (p, q] excludes p but includes q. Remarks: i. Set of all real numbers > p i.e., (p, ∞) = [x/x∈R, x > p}

Set of all real numbers ≥ p i.e., [p, ∞) = {x/x∈R, x ≥ p} ii. Set of real numbers < q i.e., (−∞, q) {x/x∈R, x < q} Set of real numbers ≤ q i.e., (−∞, q] = {x/x∈R, x ≤ q} iii. Set of all real numbers R is (−∞, ∞) R = (−∞, ∞) = {x/x ∈ R, − ∞ < x < ∞} Types of sets Empty set: A set which does not contain any element is called an empty set and it is denoted by φ or { }. It is also called null set or void set. Example: A = {x/x ∈ N, 3 < x < 4} B = {x/x is a positive integer < 1} Note: The set {0} and {φ} are not empty sets as they contain one element, namely 0 and φ respectively. Singleton set: A set which contains only one element is called a singleton set. Example: A = {5}, B = {3}, X = {x/x ∈ N, 1 < x < 3} The set A = set of all integers which are neither positive nor negative is a singleton set since A = {0} Finite set: A set which contains countable number of elements is called a finite set. Example: A = {a, b, c} B = {1, 2, 3, 4, 5} C = {a, e, i, o, u}

p q x R

Rp q x

q R

x p

x p q R

R

pR

q R

q R

R p

Target Publications Pvt. Ltd. Chapter 01: Sets, Relations and Functions

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Infinite set: A set which contains uncountable number of elements is called an infinite set. Example: N = {1, 2, 3, 4……} Z = {…−3, −2, −1, 0, 1, 2, 3,…..} Note: i. An empty set is a finite set. ii. N, W, I, Q and R are infinite sets. Equal sets: Two sets A and B are said to be equal if they have the same elements and we denote this as A = B. From this definition it follows that “two sets A and B are equal if and only if A ⊆ B and B ⊆ A” Example: If A = {1, 2, 3, 4}, B = {2, 4, 1, 3}, then A = B. Equivalent sets: Two sets A and B are said to be equivalent, if they contain the same number of elements and we denote it as A ≈ B. Example: If A = {1, 2, 3, 4, 5}, B = {a, b, c, d, e}, then n(A) = n(B) ∴ A and B are equivalent sets. Note: Equal sets are always equivalent but equivalent sets need not be equal. Universal set: A non-empty set of which all the sets under consideration are subsets, is called a universal set. It is usually denoted by X or U. Example: If A = {1, 2, 3, 4}, B = {2, 8, 13, 15} and C = {1, 2, 3, …, 50} are sets under consideration, then the set N of all natural numbers can be taken as the universal set. Venn diagram: A set is represented by any closed figure such as circle, rectangle, triangle, etc. The diagrams representing sets are called venn diagrams. Example: i. A = {4, 6, 9} ii. A = {a, b, c, d, e, f} B = {b, e, f} B ⊂ A

Operations on sets Complement of a set: Let A be a subset of a universal set X then the set of all those elements of X which do not belong to A is called the complement of set A and it is denoted by A′ or Ac. Thus, A′ = {x/x ∈ X, x ∉ A} The shaded region in the above figure represents A′. Example: Let X = {1, 2, 3, 4, 5, 6, 7, 8, 9} be an universal set and A = {1, 3, 5, 6, 8}. Then A′ = {2, 4, 7, 9} Properties: If X is the universal set and A, B ⊆ X, then i. (A′)′ = A ii. X′ = φ iii. φ′ = X iv. A ∩ A′ = φ v. A ∪ A′ = X vi. If A ⊆ B, then B′ ⊆ A′. Union of sets: If A and B are two sets, then the set of those elements which belong to A or to B or to both A and B is called the union of the sets A and B and is denoted by A ∪ B. i.e., A ∪ B = {x/x ∈ A or x ∈ B} The shaded portion in the below venn diagram represents A ∪ B. Example: i. If A = {1, 2, 3, 4}, B = {2, 4, 6, 8}, then A ∪ B = {1, 2, 3, 4, 6, 8} ii. If A is the set of all odd integers and B is the

set of all even integers, then A ∪ B is the set of all integers.

A.4.6 .9

.b.e .f

.aB

.d.c

A

A′

X

A

A BX

A ∪ B

Target Publications Pvt. Ltd. Std. XI Sci.: Perfect Maths - II

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Properties: If A, B, C are any three sets, then i. A ∪ φ = A ii. A ∪ X = X iii. A ∪ B = B ∪ A (Commutative law) iv. (A ∪ B) ∪ C = A ∪ (B ∪ C) (Associative law) v. A ∪ A = A (Idempotent law) vi. If A ⊂ B, then A ∪ B = B vii. A ⊂ A ∪ B, B ⊂ A ∪ B Intersection of sets If A and B are two sets, then the set of those elements which belong to both A and B i.e., which are common to both A and B is called the intersection of the sets A and B and is denoted by A ∩ B. Thus, A ∩ B = { x/x ∈ A and x ∈ B} The shaded portion in the below venn diagram represents A ∩ B. Example: If A = {1, 2, 3, 4, 5}, B = {1, 3, 5, 7, 9}, then A ∩ B = {1, 3, 5} Properties: If A, B, C are any three sets, then i. A ∩ φ = φ ii. A ∩ X = A iii. A ∩ B = B ∩ A (Commutative law) iv. (A ∩ B) ∩ C = A ∩ (B ∩ C) (Associative law) v. A ∩ A = A (Idempotent law) vi. If A ⊂ B, then A ∩ B = A vii. A ∩ B ⊂ A, A ∩ B ⊂ B Disjoint sets: Two sets A and B are said to be disjoint, if they have no element in common i.e., A ∩ B = φ. Example: If A = {2, 4, 6} and B = {3, 5, 7}, then A ∩ B = φ ∴ A and B are disjoint sets. The venn diagram of the disjoint sets A and B is shown below:

Difference of sets: If A and B are two sets then the set of all the elements of A which are not in B is called difference of sets A and B and is denoted by A − B. Thus, A − B = {x/x ∈ A and x ∉ B} Similarly, B − A = {x/x ∉ A and x ∈ B} In the below venn diagrams shaded region represents A − B and B − A . Example: If A = {1, 2, 3, 4, 5, 6}, B = {2, 4, 6, 8}, then A − B = {1, 3, 5} and B − A = {8} Distributive Properties of union and intersection If a, b, c ∈ R, then a × (b + c) = (a × b) + (a × c) This is known as distributive property of multiplication over addition. In set theory, the operation of union and intersection of sets are both distributive over each other i.e., If A, B, C are any three sets, then i. A ∪ (B ∩ C) = (A ∪ B) ∩ (A ∪ C) ii. A ∩ (B ∪ C) = (A ∩ B) ∪ (A ∩ C) We verify these distributive laws using Venn diagrams shown below. The shaded portion in each figure shows the set obtained by performing the operation given below the figure. i. = ii. =

A ∩ B

A B

X

A − B

B

X

A

B − A

A

X

B

A ∩ (B ∪ C) (A ∩ B) ∪ (A ∩ C)

B

A

C

X

B

A

C

X

(A ∪ B) ∩ (A ∪ C)

B

A

C

A ∪ (B ∩ C)

X

B

A

C

X

A ∩ B = φ

A B

X

Target Publications Pvt. Ltd. Chapter 01: Sets, Relations and Functions

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De-Morgan’s laws If A and B are two subsets of a universal set X, then i. (A ∪ B)′ = A′ ∩ B′ ii. (A ∩ B)′ = A′ ∪ B′ We verify these laws using Venn diagrams shown below. The shaded portion in each figure shows the set obtained by performing the operation below the figure: i. ii. Number of elements in a set Let A be a set. Then the total number of elements in it is denoted by n(A). Example: Let A = {8, 9, 10, 11, 12} ∴ n (A) = 5 The number of elements in the empty set φ is zero. i.e., n (φ) = 0 Results: For given sets A, B, C i. n(A ∪ B) = n(A) + n(B) − n(A ∩ B) ii. When A and B are disjoint sets, then n(A ∪ B) = n(A) + n(B) iii. n(A ∩ B′) + n(A ∩ B) = n(A) iv. n(A′ ∩ B) + n(A ∩ B) = n(B) v. n(A ∩ B′) + n(A ∩ B) + n(A′ ∩ B) = n(A ∪ B) vi. n(A∪ B∪ C) = n(A) + n(B) + n(C) − n(A∩B)

− n(B ∩ C) − n(A ∩ C) + n(A ∩ B ∩ C) Power set The set of all subsets of set A is called the power set of A and it is denoted by P(A). Example: If A = {a, b, c}, then P(A) ={φ, {a}, {b}, {c}, {a, b}, {b, c}, {a, c}, {a, b, c}} Note: If A contains n elements, then the power set of A i.e., P(A) contains 2n elements.

Exercise 1.1 1. Describe the following sets in Roster form: i. {x/x is a letter of the word

‘MARRIAGE’}

ii. 1 9/ isanintegerand2 2

⎧ ⎫− < <⎨ ⎬⎩ ⎭

x x x

iii. {x/x = 2n, n ∈ N} Solution: i. Let A = {x/x is a letter of the word

‘MARRIAGE’} ∴ A = {M, A, R, I, G, E}

ii. Let B = 1 9/ isan integer and2 2

⎧ ⎫− < <⎨ ⎬⎩ ⎭

x x x

∴ B = {0, 1, 2, 3, 4} iii. Let C = {x/x = 2n, n ∈ N} ∴ C = {2, 4, 6, 8, ….} 2. Describe the following sets in Set-Builder

form: i. {0} ii. {0, ± 1, ± 2, ± 3}

iii. 1 2 3 4 5 6 7, , , , , ,2 5 10 17 26 37 50

⎧ ⎫⎨ ⎬⎩ ⎭

Solution: i. Let A = {0} 0 is a whole number but it is not a natural

number ∴ A = {x / x ∈ W, x∉ N} ii. Let B = {0, ± 1, ± 2, ± 3} B is the set of elements which belongs to Z

from −3 to 3 ∴ B = {x / x ∈ Z, −3 ≤ x ≤ 3} iii. Let C = 1 2 3 4 5 6 7, , , , , ,

2 5 10 17 26 37 50⎧ ⎫⎨ ⎬⎩ ⎭

∴ C = 2n ,n N,n 7

n 1⎧ ⎫= ∈ ≤⎨ ⎬

+⎩ ⎭x / x

3. If A = {x / 6x2 + x − 15 = 0} B = {x / 2x2 − 5x − 3 = 0} C = {x / 2x2 − x − 3 = 0}, then find i. A ∪ B ∪ C ii. A ∩ B ∩ C Solution: A = { }2/ 6 15 0+ − =x x x

∴ 6x2 + x − 15 = 0 ∴ 6x2 + 10x − 9x − 15 = 0

X

A′ ∩ B′

A BAX

(A ∪ B)′

A BA =

(A ∩ B)′

A B

X A B

X

A′ ∪ B′

=

Target Publications Pvt. Ltd. Std. XI Sci.: Perfect Maths - II

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∴ 2x(3x + 5) − 3(3x + 5) = 0 ∴ (3x + 5) (2x − 3) = 0

∴ x = 53

− or x = 32

∴ A = 5 3,3 2

−⎧ ⎫⎨ ⎬⎩ ⎭

B = {x/2x2 − 5x − 3 = 0} ∴ 2x2 − 5x − 3 = 0 ∴ 2x2 − 6x + x − 3 = 0 ∴ 2x(x − 3) + 1(x − 3) = 0 ∴ (x − 3)(2x + 1) = 0

∴ x = 3 or x = 12−

∴ B = 1, 32−⎧ ⎫

⎨ ⎬⎩ ⎭

C = {x/2x2 − x − 3 = 0} ∴ 2x2 − x − 3 = 0 ∴ 2x2 − 3x + 2x − 3 = 0 ∴ x(2x − 3) + 1(2x − 3) = 0 ∴ (2x − 3) (x + 1) = 0

∴ x = 32

or x = −1

∴ C = 31,2

⎧ ⎫−⎨ ⎬⎩ ⎭

Thus,

i. A ∪ B ∪ C = 5 3 1 3, ,3 1,3 2 2 2

−⎧ ⎫ ⎧ ⎫ ⎧ ⎫− ∪ ∪ −⎨ ⎬ ⎨ ⎬ ⎨ ⎬⎩ ⎭ ⎩ ⎭ ⎩ ⎭

= 5 1 3, 1, , , 33 2 2

− −⎧ ⎫−⎨ ⎬⎩ ⎭

ii. A ∩ B ∩ C = { } 4. If A, B, C are the sets of the letters in the

words ‘college’, ‘marriage’ and ‘luggage’ respectively, then verify that

[A − (B ∪ C)] = [(A − B) ∩ (A − C)]. Solution: A = {c, o, l, g, e} B = {m, a, r, i, g, e,} C = {l, u, g, a, e} B ∪ C = {m, a, r, i, g, e, l, u} A − (B ∪ C) = {c, o} A − B = {c, o, l} A − C = {c, o} ∴ [(A − B) ∩ (A − C)] = {c, o} = A − (B ∪ C) ∴ [A − (B ∪ C)] = [(A − B) ∩ (A − C)]

5. If A = {1, 2, 3, 4}, B = {3, 4, 5, 6}, C = {4, 5, 6, 7, 8} and universal set X = {1, 2, 3, 4, 5, 6, 7, 8, 9, 10}, then verify

the following: i. A ∪ (B ∩ C) = (A ∪ B) ∩ (A ∪ C) ii. A ∩ (B ∪ C) = (A ∩ B) ∪ (A ∩ C) iii. (A ∪ B)′ = A′ ∩ B′ iv. (A ∩ B)′ = A′ ∪ B′ v. A = (A ∩ B) ∪ (A ∩ B′) vi. B = (A ∩ B) ∪ (A′ ∩ B) vii. n(A ∪ B) = n(A) + n(B) − n(A ∩ B) Solution: A = {1, 2, 3, 4}, B = {3, 4, 5, 6}, C = {4, 5, 6, 7, 8} X ={1, 2, 3, 4, 5, 6, 7, 8, 9, 10} i. (B ∩ C) = {4, 5, 6} ∴ A ∪ (B ∩ C)= {1, 2, 3, 4, 5, 6} (A ∪ B) = {1, 2, 3, 4, 5, 6} (A ∪ C) = {1, 2, 3, 4, 5, 6, 7, 8} ∴ (A ∪ B) ∩ (A ∪ C) = {1, 2, 3, 4, 5, 6} ∴ A ∪ (B ∩ C) = (A ∪ B) ∩ (A ∪ C) ii. (B ∪ C) = {3, 4, 5, 6, 7, 8} ∴ A ∩ (B ∪ C) = {3, 4} A ∩ B = {3, 4} A ∩ C = {4} ∴ (A ∩ B) ∪ (A ∩ C) = {3, 4} ∴ A ∩ (B ∪ C) = (A ∩ B) ∪ (A ∩ C) iii. A ∪ B = {1, 2, 3, 4, 5, 6} ∴ (A ∪ B)′ ={7, 8, 9, 10} A′ = {5, 6, 7, 8, 9, 10}, B′ = {1, 2, 7, 8, 9, 10} ∴ A′ ∩ B′ = {7, 8, 9, 10} ∴ (A ∪ B)′ = (A′ ∩ B′) iv. A ∩ B = {3, 4} (A ∩ B)′ = {1, 2, 5, 6, 7, 8, 9, 10} A′ = {5, 6, 7, 8, 9, 10} B′ = {1, 2, 7, 8, 9, 10} ∴ A′ ∪ B′ = {1, 2, 5, 6, 7, 8, 9, 10} ∴ (A ∩ B)′ = A′ ∪ B′ v. A ∩ B = {3, 4} A ∩ B′ = {1, 2} ∴ (A ∩ B) ∪ (A ∩ B′) = {1, 2, 3, 4} ∴ A = (A ∩ B) ∪ (A ∩ B′) vi. A ∩ B = {3, 4} A′ ∩ B = {5, 6} ∴ (A ∩ B) ∪ (A′ ∩ B) = {3, 4, 5, 6} ∴ B = (A ∩ B) ∪ (A′ ∩ B)

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vii. A = {1, 2, 3, 4}, B = {3, 4, 5, 6}, A ∩ B = {3, 4}, A ∪ B = {1, 2, 3, 4, 5, 6} ∴ n(A) = 4, n(B) = 4, n(A ∩ B) = 2, n(A ∪ B) = 6 ∴ n(A) + n(B) − n(A ∩ B) = 4 + 4 − 2 = 6 ∴ n(A ∪ B) = n(A) + n(B) − n(A ∩ B) 6. If A and B are subsets of the universal set X

and n(X) = 50, n(A) = 35, n(B) = 20, n(A′ ∩ B′) = 5, find i. n(A ∪ B) ii. n(A ∩ B) iii. n(A′ ∩ B) iv. n(A ∩ B′). Solution: n(X) = 50, n(A) = 35, n(B) = 20, n(A′ ∩ B′) = 5 i. n(A ∪ B) = n(X) − [n(A ∪ B)′] = n(X) − n(A′ ∩ B′) = 50 − 5 = 45 ii. n(A ∩ B) = n(A) + n(B) − n(A ∪ B) = 35 + 20 − 45 = 10 iii. n(A′ ∩ B) = n(B) − n(A ∩ B) = 20 − 10 = 10 iv. n(A ∩ B′) = n(A) − n(A ∩ B) = 35 − 10 = 25 7. In a class of 200 students who appeared

certain examinations, 35 students failed in MHT-CET, 40 in AIEEE and 40 in IIT entrance, 20 failed in MHT-CET and AIEEE, 17 in AIEEE and IIT entrance, 15 in MHT-CET and IIT entrance and 5 failed in all three examinations. Find how many students

i. did not fail in any examination. ii. failed in AIEEE or IIT entrance. Solution: Let A = set of students who failed in MHT-CET B = set of students who failed in AIEEE C = set of students who failed in IIT entrance X = set of all students ∴ n(X) = 200, n(A) = 35, n(B) = 40, n(C) = 40, n(A ∩ B)= 20, n(B ∩ C) = 17, n(A ∩ C) = 15, n(A ∩ B ∩ C) = 5 i. n(A ∪ B ∪ C) = n(A) + n(B) + n(C) − n(A ∩ B) − n(B ∩ C)

− n(A ∩ C) + n(A ∩ B ∩ C) = 35 + 40 + 40 − 20 − 17 − 15 + 5 = 68 ∴ No. of students who did not fail in any exam = n(X) − n(A ∪ B ∪ C) = 200 − 68 = 132

ii. No. of students who failed in AIEEE or IIT entrance = n(B ∪ C) = n(B) + n(C) − n(B ∩ C) = 40 + 40 − 17 = 63 8. From amongst 2000 literate individuals of a

town, 70% read Marathi newspapers, 50% read English newspapers and 32.5% read both Marathi and English newspapers. Find the number of individuals who read

i. at least one of the newspapers. ii. neither Marathi nor English

newspaper. iii. only one of the newspapers. Solution: Let M = set of individuals who read Marathi

newspapers E = set of individuals who read English

newspapers X = set of all literate individuals

∴ n(X) = 2000, n(M) = 70100

× 2000 = 1400

n(E) = 50100

× 2000 = 1000

n(M ∩ E) = 32.5100

× 2000 = 650

n(M ∪ E) = n(M) + n(E) − n(M ∩ E) = 1400 + 1000 − 650 = 1750 i. No. of individuals who read at least one of the

newspapers = n(M ∪ E) = 1750. ii. No. of individuals who read neither Marathi

nor English newspaper = n(M′ ∩ E′) = n(M ∪ E)′ = n(X) − n(M ∪ E) = 2000 − 1750 = 250 iii. No. of individuals who read only one of the newspaper = n(M ∩ E′) + n(M′ ∩ E) = n(M ∪ E) – n(M ∩ E) = 1750 – 650 = 1100

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9. In a hostel, 25 students take tea, 20 students take coffee, 15 students take milk, 10 students take both tea and coffee, 8 students take both milk and coffee. None of them take tea and milk both and everyone takes atleast one beverage, find the number of students in the hostel.

Solution: Let T = set of students who take tea C = set of students who take coffee M = set of students who take milk ∴ n(T) = 25, n(C) = 20, n(M) = 15, n(T ∩ C) = 10, n(M ∩ C) = 8, n(T ∩ M) = 0, n(T ∩ M ∩ C) = 0 ∴ No. of students in the hostel = n(T ∪ C ∪ M)

= n(T) + n(C) + n(M) − n(T ∩ C) − ( M ∩ C) − (T ∩ M) + n(T ∩ M ∩ C)

= 25 + 20 + 15 − 10 − 8 − 0 + 0 = 42 10. There are 260 persons with a skin disorder.

If 150 had been exposed to the chemical A, 74 to the chemical B, and 36 to both chemicals A and B, find the number of persons exposed to

i. Chemical A but not Chemical B ii. Chemical B but not Chemical A iii. Chemical A or Chemical B. Solution: Let A = set of persons exposed to chemical A B = set of persons exposed to chemical B X = set of all persons ∴ n(X)=260, n(A)=150, n(B)= 74, n(A ∩ B)= 36 i. No. of persons exposed to chemical A but not

to chemical B = n(A ∩ B′) = n(A) − n(A ∩ B) = 150 − 36 = 114 ii. No. of persons exposed to chemical B but not

to chemical A = n(A′∩ B) = n(B) − n(A ∩ B) = 74 − 36 = 38 iii. No. of persons exposed to chemical A or

chemical B = n(A ∪ B) = n(A) + n(B) − n(A ∩ B) = 150 + 74 − 36 = 188

11. If A = {1, 2, 3}, write down the set of all possible subsets of A i.e., the power set of A.

Solution: A = {1, 2, 3} The power set of A is given by P(A) = {φ,{1},{2},{3}, {1, 2}, {2, 3},{1, 3}, {1, 2, 3}} 12. Write the following intervals in Set-Builder

form: i. (−3, 0) ii. [6, 12] iii. (6, 12] iv. [−23, 5). Solution: i. Let A = (−3, 0) ∴ A = {x/x ∈ R and − 3 < x < 0} ii. Let B = [6, 12] ∴ B = {x/x ∈ R and 6 ≤ x ≤ 12} iii. Let C = (6, 12] ∴ C = {x/x ∈ R and 6 < x ≤ 12} iv. Let D = [−23, 5) ∴ D = {x/x ∈ R and −23 ≤ x < 5} 13. Using venn diagrams represent i. (A ∪ B)′ ii. A′ ∪ B′ iii. A′ ∩ B iv. A ∩ B′ Solution: i. ii. iii.

X

(A ∪ B)′

B A

X

A′ ∪ B′

B A

X

A′ ∩ B

B A

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iv. Relations Ordered Pair: If (a, b) is a pair of numbers then the order in which the numbers appear is important, is called an ordered pair. Ordered pairs (a, b) and (b, a) are different. Two ordered pairs (a, b) and (c, d) are equal, if and only if a = c and b = d Also, (a, b) = (b, a) if and only if a = b Cartesian products of two sets Let A and B be any two non-empty sets. The set of all ordered pairs (a, b) such that a ∈ A and b ∈ B is called the cartesian product of A and B and is denoted by A × B. Thus, A × B = {(a, b)/a ∈ A, b ∈ B} where a is called the first element and b is called the second element of the ordered pair (a, b). If A ≠ B, then A × B ≠ B × A If A = φ or B = φ or both A and B are empty sets, then A × B = φ. Example: If A = {1, 2, 3}, B = {a, b}, then A × B = {(1, a), (1, b), (2, a), (2, b), (3, a), (3,b)} Number of elements in the Cartesian products of two finite sets If A and B are any two finite sets with n(A) = m1 and n(B) = m2, then the number of elements in the cartesian product of two finite sets A and B is given by n(A × B) = m1.m2. Cartesian product of real with itself (R3) Ordered Triplet: Three real numbers a, b, c listed in a specific order and enclosed in parentheses form ordered triplet (a, b, c). For any non-empty set A, we define A × A × A = {(a, b, c) / a, b, c ∈ A} Note: (a, b, c) ≠ (b, a, c) ≠ (c, a, b)

Definition of Relation Consider the following statements: i. Ram is taller than Shyam. ii. Harshal and Ravi have shirts of same colour. iii. 25 is the square of 5. iv. 2 and 4 are even integers. Here we can say that Ram is related to Shyam by the relation “is taller than”. Harshal is related to Ravi by the relation “have shirts of same colour”. 25 is related to 5 by the relation “is the square of ” and 2 is related to 4 by the relation “are even integers”. Definition: If A and B are two non-empty sets, then any subset of A × B is called relation from A to B and is denoted by capital letters P, Q, R etc Consider the following illustration: Let us consider A = {a, b, c}, B = {l, m, n, o, p} ∴ A × B = {(a, l), (a, m), (a, n), (a, o), (a, p),

(b, l), (b, m), (b, n), (b, o), (b, p), (c, l), (c, m), (c, n), (c, o), (c, p)}

In the above figure, the arrow starting from the element ‘a’ and pointing to the elements ‘l’ and ‘n’ indicates that ‘a’ is related to ‘l’ and ‘n’. Similarly, ‘b’ is related to ‘m’ and ‘o’ and ‘c’ is related to ‘p’. This relation is also represented by set of ordered pairs, R = {(a, l), (a, n), (b, m), (b, o), (c, p)} This relation R is a subset of A × B. Thus, relation from set A to B is a subset of A × B i.e., R ⊆ A × B. If R is a relation and (x, y) ∈ R, then it is denoted by xRy. y is called image of x under R and x is called pre-image of y under R. Domain: The set of all first components of the ordered pairs in a relation R is called the domain of the relation R. i.e., domain (R) = {a/(a, b) ∈ R} Range: The set of all second components of the ordered pairs in a relation R is called the range of the relation R. i.e., range (R) = {b/(a, b) ∈ R}

a

b

c

l

n o p

m

R

A B

X

A ∩ B′

B A

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Co-domain: If R is a relation from A to B, then set B is called the co-domain of the relation R. Types of Relation i. One-One relation: If every element of A has at most one image in

B and distinct elements in A have distinct images in B, then a relation R from A to B is said to be one-one.

Example: Let A = {3, 4, 5, 6}, B = {4, 5, 6, 7, 9} and R = {(3, 5), (4, 6), (5, 7)} Then R is a one-one relation from A to B. Here, domain of R = {3, 4, 5} and range of R = {5, 6, 7} ii. Many-one relation: If two or more than two elements in A have

same image in B, then a relation R from A to B is said to be many-one.

Example: Let A = {1, 2, 3, 4}, B = {2, 3, 4, 5, 6, 7} and R = {(1, 4), (3, 7), (4, 4)} Then R is a many-one relation from A to B. Here, domain of R = {1, 3, 4} and range of R = {4, 7} iii. Into relation: If there exists at least one element in B which

has no pre-image in A, then a relation R from A to B is said to be into relation.

Example: Let A = {−2, 1, 0, 1, 2, 3}, B = {0, 1, 2, 3, 4} and R = {(−2, 4), (−1, 1), (0, 0), (1, 1), (2, 4)} Then R is into relation from A to B. Here, domain of R = {–2, –1, 0, 1, 2} and range of R = {0, 1, 4} iv. Onto relation: If every element of B is the image of some

element of A, then a relation R from A to B is said to be onto relation.

Example: Let A = {−2, −1, 1, 3, 4}, B = {1, 4, 9} and R = {(−2, 4), (−1, 1), (1, 1), (3, 9)} Then R is onto relation from A to B. Here, domain of R = {–2, –1, 1, 3} and range of R = {1, 4, 9} ∴ Range = co-domain (B) Various types of Relations Let A be a non – empty set. Then a relation R on A is said to be i. Reflexive: if (a, a) ∈R V a ∈ A i.e., if a R a V a ∈ A ii. Symmetric: if (a,b) ∈R ⇒ (b,a) ∈R V a, b ∈A i.e., if a R b ⇒ b R a V a, b∈A iii. Transitive: if (a,b)∈R & (b,c)∈R ⇒ (a,c)∈R V a, b, c ∈A if a R b & b R c ⇒ a R c V a, b, c ∈ A

1

2

3

4

A R

6 7

B 2 3 4 5

−2−1

0

3

A R

4

B 0 1 2

3 12

−2−1

4

A R

9

B

1

4 13

3

4 5 6

A R

9

B 4 5 6 7

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Equivalence Relation: A relation R on a set A is said to be an equivalence relation on A when R is i. Reflexive ii. Symmetric iii. Transitive Exercise 1.2 1. If (x − 1, y + 4) = (1, 2), find the values of x

and y. Solution: By the definition of equality of ordered pairs, we have

(x − 1, y + 4) = (1, 2)

∴ x − 1 = 1 and y + 4 = 2

∴ x = 2 and y = − 2

2. If 1 , 13 2

yx⎛ ⎞+ −⎜ ⎟⎝ ⎠

= 1 3,2 2

⎛ ⎞⎜ ⎟⎝ ⎠

, find x and y.

Solution: By the definition of equality of ordered pairs, we have

1 , 13 2

⎛ ⎞+ −⎜ ⎟⎝ ⎠

yx = 1 3,2 2

⎛ ⎞⎜ ⎟⎝ ⎠

∴ x + 13

= 12

and 12y

− = 32

∴ x = 1 12 3

− and 32 2

=y + 1

∴ x = 16

and y = 5

3. If A = {a, b, c}, B = {x, y},

find A × B, B × A, A × A, B × B. Solution: A = {a, b, c}, B = {x, y}

A × B = {(a, x), (a, y), (b, x), (b, y), (c, x), (c, y)}

B × A = {(x, a), (x, b), (x, c), (y, a), (y, b), (y, c)}

A × A = {(a, a), (a, b), (a, c) (b, a) (b, b), (b, c), (c, a), (c, b) (c, c)}

B × B = {(x, x), (x, y), (y, x), (y, y)}

4. If P = {1, 2, 3} and Q = {4}, find sets P × Q and Q × P. Solution: P = {1, 2, 3}, Q = {4} ∴ P × Q = {(1, 4), (2, 4), (3, 4)} and Q × P = {(4, 1), (4, 2), (4, 3)} 5. Let A = {1, 2, 3, 4}, B = {4, 5, 6}, C = {5, 6} Find i. A × (B ∩ C) ii. (A × B) ∩ (A × C) iii. A × (B ∪ C) iv. (A × B) ∪ (A × C) Solution: A = {1, 2, 3, 4}, B = {4, 5, 6}, C = {5, 6} i. B ∩ C = {5, 6} ∴ A × (B ∩ C) = {(1, 5), (1, 6), (2, 5), (2, 6),

(3,5), (3, 6), (4, 5), (4, 6)} ii. A × B = {(1, 4), (1, 5), (1, 6), (2, 4), (2, 5),

(2, 6), (3, 4), (3, 5), (3, 6), (4, 4), (4, 5), (4, 6)}

A × C = {(1, 5), (1, 6), (2, 5), (2, 6), (3, 5), (3, 6), (4, 5), (4, 6)} ∴ (A × B) ∩ (A × C) = {(1, 5), (1, 6), (2, 5), (2, 6), (3, 5), (3, 6), (4, 5), (4, 6)} iii. B ∪ C = {4, 5, 6} A × (B ∪ C) = {(1, 4), (1, 5), (1, 6), (2, 4), (2, 5), (2, 6), (3, 4), (3, 5), (3, 6), (4, 4), (4, 5), (4, 6)} iv. (A × B) ∪ (A × C) = {(1, 4), (1, 5), (1, 6), (2, 4), (2, 5), (2, 6), (3, 4), (3, 5), (3, 6), (4, 4), (4, 5), (4, 6)} 6. Express {(x, y)/ x2 + y2 = 100, where

x, y ∈ W} as a set of ordered pairs. Solution: {(x, y) / x2 + y2 = 100, where x, y ∈ W} We have, x2 + y2 = 100 When x = 0, y = 10 ⇒ x2 + y2 = 02 + 102 = 100 When x = 6, y = 8 ⇒ x2 + y2 = 62 + 82 = 100 When x = 8, y = 6 ⇒ x2 + y2 = 82 + 62 = 100 When x = 10, y = 0 ⇒ x2 + y2 = 102 + 02 = 100 ∴ Set of ordered pairs = {(0, 10), (6, 8), (8, 6), (10, 0)}

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7. Write the domain and range of the following relations:

i. {(a, b) / a ∈ N, a < 6 and b = 4} ii. {(a, b) / a, b ∈ N, a + b = 12} iii. {(2, 4), (2, 5), (2, 6), (2, 7)}. Solution: i. Let R1 = {(a, b)/ a ∈ N, a < 6 and b = 4} Set of values of ‘a’ are domain and set of

values of ‘b’ are range a ∈ N and a < 6 ∴ a = 1, 2, 3, 4, 5 and b = 4 Domain (R1) = {1, 2, 3, 4, 5} Range (R1) = {4} ii. Let R2 = {(a, b)/a, b ∈ N and a + b = 12} Now, a, b ∈ N and a + b = 12 When a = 1, b = 11 When a = 2, b = 10 When a = 3, b = 9 When a = 4, b = 8 When a = 5, b = 7 When a = 6, b = 6 When a = 7, b = 5 When a = 8, b = 4 When a = 9, b = 3 When a = 10, b= 2 When a = 11, b = 1 ∴ Domain (R2) = {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11} Range (R2) = {11, 10, 9, 8, 7, 6, 5, 4, 3, 2, 1} iii. Let R3 ={(2, 4), (2, 5), (2, 6), (2, 7)} Domain (R3)= {2} Range (R3)= {4, 5, 6, 7} 8. Let A = {6, 8} and B = {1, 3, 5}.

Let R = {(a, b) / a∈A, b∈B, a − b is an even number}.

Show that R is an empty relation from A to B. Solution: A = {6, 8}, B = {1, 3, 5} R = {(a, b)/ a ∈ A, b ∈ B, a − b is an even number} a ∈ A ∴ a = 6, 8 b ∈ B ∴ b = 1, 3, 5 When a = 6 and b = 1, a − b = 5 which is odd When a = 6 and b = 3, a − b = 3 which is odd When a = 6 and b = 5, a − b = 1 which is odd When a = 8 and b = 1, a − b = 7 which is odd When a = 8 and b = 3, a − b = 5 which is odd When a = 8 and b = 5, a − b = 3 which is odd Thus, no set of values of a and b gives a − b even ∴ R is an empty relation from A to B.

9. Write the relation in the Roster form and hence find its domain and range.

i. R1 = {(a, a2) / a is a prime number less than 15}

ii. R2 = 1a, / 0 a 5,a Na

⎧ ⎫⎛ ⎞ < ≤ ∈⎨ ⎬⎜ ⎟⎝ ⎠⎩ ⎭

Solution: i. R1 = {(a, a2) / a is a prime number less than

15} ∴ a = 2, 3, 5, 7, 11, 13 ∴ a2 = 4, 9, 25, 49, 121, 169 ∴ R1 = {(2, 4), (3, 9), (5, 25), (7, 49), (11, 121),

(13, 169)} ∴ Domain (R1) = {a/a is a prime number less than 15} = {2, 3, 5, 7, 11, 13} Range (R1) = {a2/a is a prime number less than 15} = {4, 9, 25, 49, 121, 169}

ii. R2 = 1a, 0 a 5,a Na

⎧ ⎫⎛ ⎞ < ≤ ∈⎨ ⎬⎜ ⎟⎝ ⎠⎩ ⎭

∴ a = 1, 2, 3, 4, 5

∴ 1a

= 1, 12

, 13

, 14

, 15

∴ R2 = ( ) 1 1 1 11,1 , 2, , 3, , 4, , 5,2 3 4 5

⎧ ⎫⎛ ⎞ ⎛ ⎞ ⎛ ⎞ ⎛ ⎞⎨ ⎬⎜ ⎟ ⎜ ⎟ ⎜ ⎟ ⎜ ⎟

⎝ ⎠ ⎝ ⎠ ⎝ ⎠ ⎝ ⎠⎩ ⎭

∴ Domain (R2) = {a/0 < a ≤ 5, a ∈ N} = {1, 2, 3, 4, 5}

Range (R2) = { 1 / 0 a 5,a Na

⎧ ⎫< ≤ ∈⎨ ⎬⎩ ⎭

= 1 1 1 11, , , ,2 3 4 5

⎧ ⎫⎨ ⎬⎩ ⎭

10. R = {(a, b) / b = a + 1, a ∈ Z, 0 < a < 5}. Find the range of R. Solution: R = {(a, b) / b = a + 1, a ∈ Z, 0 < a < 5} ∴ a = 1, 2, 3, 4 ∴ b = 2, 3, 4, 5 ∴ Range (R) = {2, 3, 4, 5} 11. Write the following relations as sets of

ordered pairs: i. {(x, y) / y = 3x, x ∈ {1, 2, 3}, y ∈ {3, 6, 9, 12}} ii. {(x, y) / y > x + 1, x = 1, 2 and y = 2, 4, 6} iii. {(x, y) / x + y = 3, x, y ∈ (0, 1, 2, 3)}

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Solution: i. {(x, y)/y = 3x, x ∈ {1, 2, 3}, y ∈ {3, 6, 9, 12}} Here y = 3x When x = 1, y = 3(1) = 3 When x = 2, y = 3(2) = 6 When x = 3, y = 3(3) = 9 ∴ Ordered pairs are {(1, 3), (2, 6), (3, 9)} ii. {(x, y) / y > x + 1, x = 1, 2 and y = 2, 4, 6} Here, y > x + 1 When x = 1 and y = 2, 2 > 1 + 1 When x = 1 and y = 4, 4 > 1 + 1 When x = 1 and y = 6, 6 > 1 + 1 When x = 2 and y = 2, 2 > 2 + 1 When x = 2 and y = 4, 4 > 2 + 1 When x = 2 and y = 6, 6 > 2 + 1 ∴ Ordered pairs are {(1, 4), (1, 6), (2, 4), (2, 6)} iii. {(x, y) / x + y = 3, x, y ∈ (0, 1, 2, 3)} Here, x + y = 3 When x = 0, y = 3 When x = 1, y = 2 When x = 2, y = 1 When x = 3, y = 0 ∴ Ordered pairs are {(0, 3), (1, 2), (2, 1), (3, 0)} Functions Definition: A function from set A to the set B is a relation which associates every element of a set A to unique element of set B and is denoted by f:A →B. If f is a function from A to B and (x, y) ∈ f, then we write it as y = f(x) Example: Let A = {1, 2, 3, 4}, B = {2, 3, 4, 5, 6, 7, 8} Let a relation from A to B be given as “twice of” then we observe that every element x of set A is related to one and only one element of set B. Hence this relation is a function from set A to set B. In this case f(1) = 2, f(2) = 4, f(3) = 6, f(4) = 8 are the values of function f(x) = 2x at x = 1, 2, 3, 4 respectively.

The set of all values of function f is {2, 4, 6, 8}. This set is called range of the function f. Range of function: If f is a function from set A to set B, then the set of all values of the function f is called the range of the function f. Thus the range set of the function f: A → B is {f(x) / x ∈ A} Note that the range set is a subset of co-domain. This subset may be proper or improper. In the figure for f: A → B A = {1, 2, 3, 4} is domain, B = {1, 4, 9, 16, 25, 36} is co-domain and set {1, 4, 9, 16} is the range of the function f. Representation of functions i. Arrow diagram: In this diagram, we use arrows. Arrows start

from the element of domain and point out it’s value.

ii. Ordered pair: If f: A → B be a function , then the element is

the ordered pair (a, b) ∈ f, where a ∈ A and b ∈ B.

Example: f = {(a, 1), (b, 2), (c, 3), (d, 4)} iii. Tabular form: If the sets A and B are finite and contain very

few elements, then a function f: A→B can be exhibited by means of a table of

corresponding elements. Let f = {(1, 7), (2, 9), (3, 11), (4, 13)} We can represent the above function in tabular

form as follows: x 1 2 3 4 f(x) 7 9 11 13

1 2 3 4

A

f

25 36 B

1 4 9

16

x

y z

p q r s

A B

1 2 3 4

A

f

6 7

B

2 3 4 5

8

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iv. By Formula: This is the most usual way of exhibiting

function. Let A = {1, 2, 3, 4, 5}, B = {5, 7, 9, 11, 13}

and f: A → B is a function represented by arrow diagram.

In this case we observe that, if we take any

element x of the set A, then the element of the set B related to x is obtained by adding 3 to twice of x. Applying this rule we get in general

f(x) = 2x + 3, for all x ∈ A. This is the formula which exhibits the function f. If we denote the value of f at x by y, then we

get y = 2x + 3, for all x ∈A. Types of functions 1. Constant function:

A function f defined by f(x) = k, for all x ∈ R, where k is a constant, is called a constant function. The graph of a constant function is a line parallel to the X-axis, intersecting Y-axis at (0, k).

For example, f(x) = 5 is a constant function. 2. Identity function: The function f(x) = x, where x ∈ R is called an

identity function. The graph of the identity function is the line which bisects the first and the third quadrants. Observe the following table of some values of f.

x −3 −2 −1 0 1 2 3 f(x) −3 −2 −1 0 1 2 3

3. One-one function: A function f: A → B is said to be one-one

function, if different elements in A have different images in B. Consider the function f: A → B such that each element of its range set is the value of the function at only one element of the domain set.

In this case, f: A → B is one-one function. 4. Into function: If the function f: A → B is such that there

exists at least one element in B which is not the image of any element in A, then f is said to be into function. In this case, the range of a function f is a proper subset of its co-domain.

Consider the function f: A → B represented by the following arrow diagram.

In this case range = {1, 5, 7, 9} is a proper

subset of co-domain {1, 5, 7, 9, 13} Hence, f: A → B is into function.

1 2 3 4

5 7 9

11

A B

f

1 2 3 4

1 5 7 9

A B

f

13

(0, k) f(x) = k

XO

Y

P(x, k)

(x, 0) X′

Y′

1 2 3 4

1 4 9

16

A B

f

1 2 3−3 −2 −1

1 2 3

−1 −2

−3

Y

X

Y′

X′

(−3, −3)

(−1, −1)

(2, 2) (1, 1)

(3, 3)

(0, 0) O

(−2, −2)

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5. Onto function: If the function f: A → B is such that each

element in B is the image of some element in A, then f is said to be a onto function. In this case range of function f is same as its co-domain B.

Consider the function f: A → B represented by the following arrow diagram

In this case, range is equal to co-domain = {l, m, n} Hence f: A → B is onto function. 6. Many-one function: If the function f : A → B is such that two or

more elements in a set A have the same image in set B i.e. there is at least one element in B which has more than one pre-image in A then

the function f is called many-one function. The function f: A → B represented by the

following arrow diagram is such that the co-domain B contains 1, 4 and 9 each of which is the value of the function f at two distinct elements of the domain set A.

In this case, f: A → B is many-one function. Note: We have the following functions. i. one-one onto function. ii. one-one into function. iii. many-one into function. iv. many-one onto function.

7. Even function: A function f is said to be an even function, if

f(−x) = f(x) for all x ∈ R Let f: R → R : f (x) = x2 for all x ∈ R

Domain of f = R, range of f = {x/x ∈ R, x ≥ 0} We have

x −2 −1 0 1 2 f(x) = x2 4 1 0 1 4

8. Odd function:

A function f is called an odd function, if f(−x) = − f(x) for all x ∈ R

Let f: R → R : f (x) = x3 for all x ∈ R Then, domain of f = R and range of f = R. We have

x −2 −1 0 1 2 f(x) = x3 −8 −1 0 1 8

a

b c

l

m

n

A B

f

1

2

3

1 4 9

16

A B

f −1

−2

−3

X

Y

O

(−2, 4)

1 2 3−3 −2 −1

1

2

3

4

(−1, 1) (1, 1)

2

Y′

X′

Y′

Y

1 2 3 −3 −1−2 XX′(1, 1)

(−1, −1) −1 −2

−6 −7 −8

1 2 3 4 5 6 7 8 (2, 8)

(−2, −8)

O

−3 −4 −5

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9. Polynomial function:

A function of the form

f(x) = a0 + a1x + a2x2 +… + anxn, where n is a

non-negative integer and a0, a1, a2,…, an ∈ R is

called a polynomial function.

Example:

f(x) = x2 − 2x − 3 for x ∈ R

x −2 −1 0 1 2 3 4

f(x) = x2 − 2x − 3 5 0 −3 −4 −3 0 5 10. Rational function:

The function of the type f ( )g( )

xx

, where f(x) and

g(x) are polynomial functions of x, defined in

a domain, where g (x) ≠ 0 is called a rational

function.

Let f: (R−(0)) ⎯→ R : f (x) = 1x

for all values

of x ∈ R − (0)

We have

x 0.25 0.5 1 2 f(x) = 1/x 4 2 1 0.5

11. Modulus function:

Let f: R → R, the function f(x) = |x| such that

|x| = , for 0,for 0

≥⎧⎨− <⎩

x xx x

is called modulus or absolute value function.

The graph of the absolute value function

consist of two rays having common end point

origin and bisecting the first and second

quadrant.

Consider table of same values of f(x) = |x|

x −3 −2 −1 0 1 2 3 f(x) 3 2 1 0 1 2 3

12. Signum function:

The function f: R ⎯→ R : f (x) = 1, if x > 0

= 0, if x = 0

= −1, if x < 0

is called the signum function.

Domain of f = R and Range of f = {−1, 0, 1}

Y

1 2 3 4 XO

Y′

4 5

321

X′

(0.25, 4)

(0.5, 2) (1, 1)

(2, 0.5)

(0, −3)

Y

Y′

−3 −2 −1 1 2 3 4 XO

−4

4 5

3 2 1

−1

−2 −3

X′

(1, −4)

(2, −3)

(3, 0)

(4, 5) (−2, 5)

(−1, 0)

1 2 3 −3 −2 −1

1

2 3

Y

X

f(x) = −x f(x) = x

Y′

X′

B (2, 2)

(3, 3)

(−1, 1)

(−2, 2)

(−3, 3)

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19 19

13. Step function or the greatest integer

function: Let x be a real number, the symbol [x] is the

greatest integer not greater than x.

For example, [4] = 4, [−1] = −1, [−3. 8] = 4

For a given real number x, [x] is unique.

Hence the function f(x) = [x] is called the step

function, its graph look like steps. The graph

consist of segments parallel to X-axis

corresponding to different intervals.

The right hand end points of the line segment

do not lie on the graph. There are breaks in

the graph at all values of x = n, where n is an

integer.

Thus, f(x) = [x], n ≤ x < n + 1 where n is an

integer.

Thus [x] = −2, if −2 ≤ x < − 1 = −1, if −1 ≤ x < 0

= 0, if 0 ≤ x < 1 = 1, if 1 ≤ x < 2 = 2, if 2 ≤ x < 3

14. Exponential Function Let f: R → R+. The function f is defined by f(x) = ax, where a > 0, a ≠ 1 is called an

exponential function. For example, f(x) = 2x is an exponential

function. 15. Logarithmic function:

Let a be a positive real number with a ≠ 1, if

ay = x, x ∈ R then y is called the logarithm of x

with base ‘a’ and we write it as y = loga x.

i.e. A function f : R+ → R defined by

f(x) = loga x is called logarithmic function.

∴ f = {(x, loga x)/x ∈ R, a > 0, a ≠ 1}

Y

Y′

XX′ O

y = −1

y = 1

f(x) = ax (a > 0)Y

X O

Y′

X′

Y

–3 –1

–1 –2 X

Y′

X′

–2 –3

1 320

3 2 1

y = logax

X

Y

(a > 1)

O X′

Y′

f(x) = bx (b < 0) Y

Y′

X X′O

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Operations on functions Let X ⊂ R, then various operations on function are defined as follows: i. Sum of functions: Let f: X → R and g: X → R be the two

functions, then f + g: X → R is defined by (f + g)(x) = f(x) + g(x) for all x ∈ X.

ii. Difference of functions: Let f: X → R and g: X → R be the two

functions, then f − g: X → R is defined by (f − g)(x) = f(x) − g(x) for all x ∈ X.

iii. Product of functions: Let f: X → R and g: X → R be the two

functions, then f.g : X → R is defined by (f.g)(x) = f(x).g(x) for all x ∈ X.

iv. Quotient of functions: Let f: X → R and g: X → R be the two functions. Let X0 = {x ∈ X/ g(x) = 0}.

Then fg

:X − X0 → R is defined by

fg

⎛ ⎞⎜ ⎟⎝ ⎠

(x) = f ( )g( )

xx

for all x ∈ X such that

g (x) ≠ 0 (i.e., for all x ∈ X − X0) v. Scalar multiplication of a function:

Let f: X → R be a function and k be a scalar, then (kf): X → R is defined by (kf)(x) = kf(x) for all x ∈ X

Composite function If f: A → B and g: B → C are two functions then the composite function of f and g is the function gof: A → C given by (gof)(x) = g[f(x)], for all x ∈ A Let z = g(y) then z = g(y) = g[f(x)] ∈ C This shows that every element x of the set A is related to one and only one element z = g[f(x)] of C. This gives rise to a function from the set A to the set C. This function is called the composite of f and g. Note that (fog) (x) ≠ (gof)(x)

Inverse function If a function f: A → B is one-one and onto function defined by y = f(x), then the function g: B → A defined by g(y) = x is called the inverse of f and is denoted by f −1. Thus f −1 : B → A is defined by x = f −1(y) We also write if y = f(x) then x = f −1 (y) Note that if the function is not one-one nor onto, then its inverse does not exist. The geometrical representation of the function is called graph of the function. We know that a function can be expressed as a set of ordered pairs. Let f: A → B be a function, where A and B are non empty subsets of R. Let (x,y) be an element of f, where x ∈ A, y ∈ B. Since x, y are real numbers, we can plot the point (x, y) in a plane by choosing a suitable co-ordinate system. On plotting all such ordered pairs from the set representing f we get a geometrical representation of the function. This is called graph of the function f. Binary operation If f: A → A then f is called unary operation on A. i.e. f = {(a, f(a)/a, f(a) ∈ A} If g: A × A → A then g is called binary operation on A. i.e. g = {(a, b), g(a, b)/(a, b)∈ A × A and g(a, b)∈A} Let g(a, b) = a * b such that (a, b) ∈ A × A and a * b ∈ A i.e. g(a, b) = a * b where a, b, a * b ∈ A Where * is called the binary operation in A. * can be +, −, × for A = R(real numbers). ÷ is a binary operation on R − {0} If * is a binary operation in set A, then set A is closed with respect to binary operation *. Real valued functions of the real variable A function f : A → B is called a real valued function of real variable, if A and B both are subsets of R. The domain of the real function f(x), is the set of all those real numbers for which f(x) assumes real values only. The range of the real function, is the set of all real values taken by f(x) at points in its domain.

A B C

gof

g f x z y

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Exercise 1.3 1. Find the domain and range of the following

functions: i. f(x) = x2

ii. f(x) = ( ) ( )1 3− −x x

iii. f(x) =2

1

1x −

iv. f(x) = 33

xx

+−

v. f(x) = 29 x−

vi. f(x) = 23x

x−−

.

Solution i. f(x) = x2 ∴ Domain = set of all real numbers Range = {x / x ∈ R and x ≥ 0} ii. f(x) = ( )( )1 3− −x x

For this to exist (x − 1).(3 − x) ≥ 0 ∴ (x − 1) ≥ 0 and 3 − x ≥ 0 ∴ x ≥ 1 and 3 ≥ x ∴ x ≥ 1 and x ≤ 3 ∴ 1 ≤ x ≤ 3 ∴ x ∈ [1, 3] or x − 1 ≤ 0 and 3 − x ≤ 0 ∴ x ≤ 1 and 3 ≤ x ∴ x ≤ 1 and x ≥ 3 Which is not possible ∴ Domain is [1, 3] and For range Let y = f(x) = ( )1 (3 )− −x x

∴ y2 = (x − 1) (3 – x) ∴ y2 = −x2 + 4x − 3 ∴ x2 − 4x + (3 + y2) = 0 Disc > 0 (∵ x is real) ∴ (− 4)2 − 4 (1)(3 + y2) > 0 ∴ 16 − 12 − 4y2 ≥ 0 ∴ 4y2< 4 ∴ y2< 1 ∴ − 1 < y < 1 ∴ − 1 ≤ f (x) ≤ 1 ∴ Range is [−1, 1]

iii. f(x) = 2

11−x

f(x) is defined, when x2−1 > 0 i.e., when x2 > 1 i.e., when x > 1 or x < −1 ∴ Domain of f = (−∞, −1) ∪ (1, ∞)

Let y = f(x) = 2

11−x

∴ 1y

= 2 1−x ∴ x2−1 = 2

1y

∴ x2 = 2

1 1+y

∴ x2 = 2

2

1+ yy

∴ x = + 21+ y

y

Clearly, x is not defined, if y = 0 ∴ Range of f is R − {0} iv. f(x) = 3

3+−

xx

f(x) is not defined, when x – 3 = 0 i.e., when x = 3

∴ Domain of f = R − {3}

Let y = f(x) = 33

+−

xx

∴ xy − 3y = x + 3 ∴ xy − x = 3 + 3y

∴ x = 3 31

+−

yy

which is not defined, when y – 1 = 0 i.e., when y = 1 ∴ Range of f = R − {1} v. f(x) = 29 x− f(x) is defined, when 9 − x2 > 0 ∴ 9 ≥ x2 ∴ x2 ≤ 9 ∴ x ≤ 3 and x ≥ −3 ∴ − 3 ≤ x ≤ 3 ∴ Domain of f = [−3, 3] Now, − 3 ≤ x ≤ 3 ∴ 0 ≤ x2 ≤ 9 ∴ 0 ≥ − x2 ≥ − 9 ∴ 0 + 9 ≥ 9 − x2 ≥ 9 − 9 ∴ 0 ≤ 9 − x 2 ≤ 9

∴ − 3 ≤ 29 x− ≤ 3 ∴ − 3 ≤ f(x ) ≤ 3 ∴ Range of f = [−3, 3]

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vi. f(x) = 23

−−

xx

f(x) is defined when 23

−−

xx

> 0

i.e., i. x − 2 > 0 and 3 − x > 0 or ii. x − 2 < 0 and 3 − x < 0 i. When x − 2 > 0 and 3 − x > 0

x > 2 and 3 > x i.e., x > 2 and x < 3 i.e., x ∈ [2, 3)

ii. When x − 2 < 0 and 3 − x < 0 x < 2 and 3 < x x < 2 and x > 3 which is not possible ∴ Domain of f is [2, 3)

Let y = 23

−−

xx

∴ y2 = 23

−−

xx

∴ 3y2 − xy2 = x − 2 ∴ 3y2 + 2 = x (1+ y2)

∴ x = 2

2

3 21

++

yy

Which is defined for all real values ∴ Range of f (x) is R. 2. Find the range of each of the following

functions: i. f(x) = 3x − 4, for − 1 ≤ x ≤ 3 ii. f(x) = 9 − 2x2, for − 5 ≤ x ≤ 3 iii. f(x) = x2 − 6x + 11, for all x ∈ R. Solution: i. f(x) = 3x − 4 for −1 ≤ x ≤ 3

As – 1 ≤ x ≤ 3 ∴ –3 ≤ 3x ≤ 9 ∴ –3 – 4 ≤ 3x – 4 ≤ 9 – 4 ∴ –7 ≤ 3x – 4 ≤ 5 ∴ Range of f is [−7, 5]. ii. f(x) = 9 – 2x2, for –5 ≤ x ≤ 3 As – 5 ≤ x ≤ 3 ∴ 0 ≤ x2 ≤ 25 ∴ 0 ≤ 2x2 ≤ 50 ∴ 0 ≥ –2x2 ≥ –50 ∴ 0 + 9 ≥ 9 – 2x2 ≥ 9 – 50 ∴ 9 ≥ 9 – 2x2 ≥ –41 ∴ 9 ≥ f(x) ≥ –41 ∴ Range of f is [–41, 9]

iii. f(x) = x2 − 6x + 11, for all x ∈ R

= (x2 − 6x + 9) + 2

= (x − 3)2 + 2

But (x − 3)2 ≥ 0, for all x ∈ R

∴ (x − 3)2 + 2 ≥ 0 + 2

∴ f(x) ≥ 2

∴ Range = [2, ∞) 3. Solve

i. if f(x) =3

211

xx

+

+, find f(−3), f(−1)

ii. if f(x) = (x − 1)(2x + 1), find f(1), f(2), f(−3) iii. if f(x) = 2x2 − 3x − 1, find f(x + 2). Solution:

i. f(x) =3

211

xx

+

+

f(−3) = ( )( )

3

23 1

3 1

− +

− + = 27 1

9 1− +

+= 26

10− = −2.6

f(−1) = ( )( )

3

21 1

1 1

− +

− + = 1 1

1 1− +

+= 0

2= 0

ii. f(x) = (x − 1)(2x + 1) f(1) = (1 − 1)[2(1) + 1] = 0 f(2) = (2 − 1)[2(2) + 1] = 5 f(−3) = (−3 −1)[2 (− 3) + 1] = 20 iii. f(x) = 2x2 − 3x − 1 ∴ f(x + 2) = 2(x + 2)2 − 3(x + 2) − 1 = 2(x2 + 4x + 4) − 3x − 6 − 1 = 2x2 + 8x + 8 − 3x − 7 ∴ f(x + 2) = 2x2 + 5x + 1 4. Which of the following relations are

functions? Justify your answer. If it is a function, determine its domain and range. Also state the function by formula.

i. {(2, 1), (4, 2), (6, 3), (8, 4), (10, 5), (12, 6), (14, 7)}

ii. {(2, 1), (3, 1), (5, 2)} iii. {(2, 3), (3, 2), (2, 5), (5, 2)}

iv. {(0, 0), (1, 1), (1, −1), (4, 2), (4,−2), (9, 3), (9, −3), (16, 4), (16, −4}}

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Solution: i. Let f = {(2, 1), (4, 2), (6, 3), (8, 4), (10, 5),

(12, 6), (14, 7)} From fig. every element of set A is associated

with unique element of set B

∴ It is a function Domain = {2, 4, 6, 8, 10, 12, 14} Range = {1, 2, 3, 4, 5, 6, 7} Also, each element of domain is half of the

corresponding element of co-domain.

∴ Function is y =2x

ii. Let f = {(2, 1), (3, 1), (5, 2)} From fig. every element of set A is associated

with unique element of set B ∴ It is a function

Domain = {2, 3, 5} and Range = {1, 2} iii. Let f = {(2, 3), (3, 2), (2, 5), (5, 2)}

Since ‘2’ has 2 images i.e. 3 and 5, therefore it is not a function

iv. Let f = {(0,0), (1, 1), (1, −1), (4, 2), (4, −2), (9, 3), (9, −3), (16, 4), (16, −4)}

∴ ‘1’, ‘4’, ‘9’, ‘16’ have two images ∴ It is not a function 5. Find a, if f(x) = ax + 5 and f(1) = 8. Solution: f(x) = ax + 5 and f(1) = 8 ∴ f(1) = a(1) + 5 ∴ 8 = a + 5 ∴ a = 3 6. If f(x) = f(3x − 1), for f(x) = x2 − 4x + 11,

find x. Solution: f(x) = x2 − 4x + 11 Also, f(x) = f(3x − 1) ∴ x2 − 4x + 11 = (3x − 1)2 − 4(3x − 1) + 11 ∴ x2 − 4x = 9x2 − 6x + 1 − 12x + 4 ∴ 8x2 − 14x + 5 = 0 ∴ 8x2 − 4x − 10x + 5 = 0 ∴ 4x(2x − 1) − 5(2x − 1) = 0 ∴ (2x − 1)(4x − 5) = 0

∴ x = 12

or x = 54

7. If f(x) = x2 − 3x + 4, then find the value of x

satisfying f(x) = f(2x + 1). Solution: f(x) = x2 − 3x + 4 Also, f(x) = f(2x + 1) ∴ x2 − 3x + 4 = (2x + 1)2 − 3(2x + 1) + 4 ∴ x2 − 3x + 4 = 4x2 + 4x + 1 − 6x − 3 + 4 ∴ 3x2 + x − 2 = 0 ∴ 3x2 + 3x − 2x − 2 = 0 ∴ 3x(x + 1) − 2(x + 1) = 0 ∴ (x + 1)(3x − 2) = 0

∴ x = −1 or x = 23

B

246

A

8 10 12 14

123 4 5 6 7

A B

2 3 5

1

2

2 3 5

2

5

A B

3

0 1 4

−4

9 16

−3 −2 −1 0 1 2 3 4

B A

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8. Let A = {1, 2, 3, 4} and Z be the set of integers. Define f: A → Z by f(x) = 3x + 7. Show that f is a function from A to Z. Also find the range of f.

Solution: A = {1, 2, 3, 4} f(x) = 3x + 7 when x = 1, f(1) = 3(1) + 7 = 10 when x = 2, f(2) = 3(2) + 7 = 13 when x = 3, f(3) = 3(3) + 7 = 16 when x = 4, f(4) = 3(4) + 7 = 19 ∴ f = {(1, 10), (2, 13), (3, 16), (4, 19)} It is a function because each element in A has

one and only one image in Z ∴ Range of f = {10, 13, 16, 19} 9. Find whether following functions are

one-one, onto or not: i. f: R→R given by f(x) = x3 + 5 for all

x ∈ R ii. f: Z→Z given by f(x) = x2 +4 for all

x ∈ Z Solution: i. Let f: R → R given as f(x) = x3 + 5 for all x ∈ R.

First we have to show that f is one-one function For this we have to show that if f(x1) = f(x2), then x1 = x2

Here, f(x) = x3 + 5 Let f(x1) = f(x2) ∴ x1

3 + 5 = x23 + 5

∴ x13 = x2

3 ∴ x1 = x2 ∴ f is one-one function

Now we have to show that f is onto. For that we have to prove that for any y ∈ co-domain R, there exist an element x ∈ domain R such that f(x) = y. Let y ∈ R be such that y = f(x)

∴ y = x3 + 5 ∴ x3 = y − 5 ∴ x = 3 5 R− ∈y ∴ for any y ∈ co-domain R, there exist an

element x = 3 5−y ∈ domain R such f(x) = y. ∴ f is onto function. ∴ f is one-one onto function.

ii. Let f : Z → Z given by f(x) = x2 + 4 for all x ∈ Z Let x1, x2 ∈ R be such that f(x1) = f(x2) ∴ x1

2 + 4 = x22 + 4

∴ x12 = x2

2

∴ x1 = ± x2 ∴ f is not one-one function. Here 0 ∈ co-domain Z, but there does not

exist x ∈ domain Z such that f(x) = 0 ∴ f is not onto function. 10. Find which of the functions are one-one

onto, many-one onto, one-one into, many-one into. Justify your answer.

i. f:R→R given as f(x) = 3x + 7 for all x ∈ R

ii. f: R→R given as f(x) = x2 for all x ∈ R iii. f = {(1, 3), (2, 6), (3, 9), (4, 12)} defined

from A to B where A = {1, 2, 3, 4}, B = {3, 6, 9, 12, 15}.

Solution: i. f: R→R given as f(x) = 3x + 7 for all x ∈ R First we have to show that f is one−one For this we have to show that if f(x1) = f(x2) then x1 = x2 Here, f(x) = 3x + 7 Let f(x1) = f(x2) ∴ 3x1 + 7 = 3x2 + 7 ∴ x1 = x2

∴ f is one-one function. Now we have to show that f is onto function.

For that we have to prove that for any y ∈ co-domain R, there exist an element x ∈ domain R such that f(x) = y.

Let y ∈ R be such that y = f(x) ∴ y = 3x + 7 ∴ y − 7 = 3x

∴ x = 7 R3−

∈y

∴ for any y ∈ co-domain R, there exist an element

x = 7 R3−

∈y such that f(x) = y.

∴ f is onto function. ∴ f(x) is one-one onto function. ii. f: R→R given as f(x) = x2 for all x ∈ R To find whether it is one-one or many-one Let f(x1) = f(x2) ∴ x1

2 = x22

∴ x1 = ± x2

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∴ f is not one-one function. ∴ f is many one function Now we have to show that f is onto function.

For that we have to prove that for any y ∈ co-domain R, there exist an element x ∈ domain R such that f(x) = y.

Let y ∈ R be such that y = f(x) ∴ y = x2

∴ x = ± y ∉ R if y < 0 ∴ for any y ∈ co-domain R, there does not exist

an element x domain R∈ such that f(x) = y. ∴ f is into function Hence f is many-one into function. iii. f = {(1, 3), (2, 6), (3, 9), (4, 12)} A = {1, 2, 3, 4}, B = {3, 6, 9, 12, 15} f is defined from A to B f: A → B Here each and every element of A have their

distinct images in B ∴ f is one-one function. Also element 15 in the co-domain B don’t

have any pre-image in the domain A. ∴ f is into function. ∴ f it is one-one into function. 11. Let f and g be two real valued functions

defined by f(x) = x + 1 and g(x) = 2x − 3. Find

i. f + g ii. f − g iii. fg

.

Solution: f(x) = x + 1 and g(x) = 2x − 3 i. (f + g) x = f(x) + g(x) = x + 1 + 2x − 3 = 3x − 2 ii. (f − g) x = f(x) − g(x) = x + 1 − (2x − 3) = 4 − x

iii. fg

⎛ ⎞⎜ ⎟⎝ ⎠

x = f ( ) 1g( ) 2 3

+=

−x xx x

12. Find gof and fog, where i. f(x) = x − 2, g(x) = x2 + 3x + 1

ii. f(x) = 1x

, g(x) = 22

−+

xx

.

Solution: i. f(x) = x − 2 and g(x) = x2 + 3x + 1 (gof)(x) = g[f(x)] = g(x – 2) = (x − 2)2 + 3(x − 2) + 1 = x2 − 4x + 4 + 3x − 6 + 1 = x2 − x − 1

(fog)x = f[g(x)] = f(x2 + 3x + 1) = x2 + 3x + 1 − 2 = x2 + 3x − 1

ii. f(x) = 1x

and g(x) = 22

−+

xx

(gof) = g[f(x)] = 1g⎛ ⎞⎜ ⎟⎝ ⎠x

1 2 1 21 1 22

− −= =

++

xxx

x

(fog)x = f[g(x)] = f 22

−⎛ ⎞⎜ ⎟⎝ ⎠

xx+

= 122

−+

xx

= 22

+−

xx

13. If f(x) = 2 3

3 2xx

+−

, prove that fof is an identity

function. Solution:

f(x) = 2 33 2

+−

xx

(fof)(x) = f[f(x)]

= 2 3f3 2

+⎛ ⎞⎜ ⎟−⎝ ⎠

xx

=

2 32 33 22 33 23 2

+⎛ ⎞ +⎜ ⎟−⎝ ⎠+⎛ ⎞ −⎜ ⎟−⎝ ⎠

xxxx

= 4 6 9 66 9 6 4

+ + −+ −

x xx x+

= 1313

x = x

∴ (fof)(x) = x ∴ fof is an identity function. 14. If f(x) = 3 2

4 1xx

+−

and g(x) = 24 3xx+−

, prove

that (gof) (x) = (fog) (x) = x. Solution:

f(x) = 3 24 1

+−

xx

, g(x) = 24 3

+−

xx

(gof)(x) = g[f(x)] = 3 2g4 1

+⎛ ⎞⎜ ⎟−⎝ ⎠

xx

=

3 2 24 13 24 34 1

++

−+⎛ ⎞ −⎜ ⎟−⎝ ⎠

xxxx

= 3 2 8 212 8 12 3

+ + −+ − +

x xx x

= 1111

x = x

(fog)(x) = f[g(x)] = 2f4 3

+⎛ ⎞⎜ ⎟−⎝ ⎠

xx

=

23 24 3

24 14 3

+⎛ ⎞ +⎜ ⎟−⎝ ⎠+⎛ ⎞ −⎜ ⎟−⎝ ⎠

xxxx

= 3 6 8 64 8 4 3

+ + −+ − +

x xx x

= 1111

x = x

∴ (gof)(x) = (fog)(x) = x

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15. If f = {(2, 4), (3, 6), (4, 8), (5, 10), (6, 12)}, g = {(4, 13), (6, 19), (8, 25), (10, 31),

(12, 37)}, find (gof). Solution: f = {(2, 4), (3, 6), (4, 8), (5, 10), (6, 12)} g ={(4, 13), (6, 19), (8, 25), (10, 31), (12, 37)} Let A = { 2, 3, 4, 5, 6}, B = {4, 6, 8, 10, 12} and C = {13, 19, 25, 31, 37} ∴ f(x) = 2x and g(x) = 3x+1 ∴ (gof)(x) = g[f(x)] = 9(2x) = 3(2x) + 1 = 6x+1 ∴ (gof)(2) = 6(2) + 1 = 13 (gof)(3) = 6(3) + 1 = 19 (gof)(4) = 6(4) + 1 = 25 (gof)(5) = 6(5) + 1 = 31 (gof)(6) = 6(6) + 1 = 37 ∴ (gof) = {(2, 13), (3, 19), (4, 25), (5, 31), (6, 37)} 16. Show that f:R → R given by f(x) = 3x − 4 is

one-one and onto. Find its inverse function. Also find f−1 (9) and f−1 (−2). Solution: f: R→ R given by f(x) = 3x − 4 Let x1, x2 ∈ R be such that f(x1) = f(x2) ∴ 3x1 − 4 = 3x2 −4 ∴ 3x1 = 3x2 ∴ x1 = x2 ∴ f is one-one function. Now we have to show that f is onto function. Let y ∈ R be such that y = f(x) ∴ y = 3x − 4

∴ x = 43+y ∈ R

∴ for any y ∈ co-domain R, there exist an element

x = 4 R3+

∈y such that f(x) = y.

∴ f is onto function. ∴ f is a one-one onto function. ∴ f−1 exists

∴ f −1(y) = 43+y

∴ f −1(x) = 43+x

f −1(9) = 9 43+ = 13

3

f −1(−2) = 2 4 23 3

− +=

Miscellaneous Exercise - 1 1. Write down the following sets in set-builder

form: i. {10, 20, 30, 40, 50} ii. {a, e, i, o, u} iii. {Sunday, Monday, Tuesday,

Wednesday, Thursday, Friday, Saturday}

Solution: i. Let A = {10, 20, 30, 40, 50} ∴ A = {x/x = 10n, n ∈ N and n ≤ 5} ii. Let B = {a, e, i, o, u} ∴ B = {x/x is a vowel of alphabets} iii. Let C = {Sunday, Monday, Tuesday, Wednesday, Thursday, Friday, Saturday} ∴ C = {x/x represents days of a week} 2. If U = {x/x ∈ N, 1 ≤ x ≤ 12} A = {1, 4, 7, 10}, B = {2, 4, 6, 7, 11} C = {3, 5, 8, 9, 12} Write down the sets i. A ∪ B ii. B ∩ C iii. A – B iv. B ∩ C′ v. A ∪ B ∪ C vi. A ∩ (B ∪ C) Solution: U = {x / x ∈ N, 1 ≤ x ≤ 12} = {1, 2, 3, …., 12} A = {1, 4, 7, 10}, B = {2, 4, 6, 7, 11}, C ={3, 5, 8, 9, 12} i. A ∪ B = {1, 2, 4, 6, 7, 10, 11} ii. B ∩ C = { } = φ iii. A − B = {1, 10} iv. C′ = {1, 2, 4, 6, 7, 10, 11} ∴ B ∩ C′ = {2, 4, 6, 7, 11} v. A ∪ B ∪ C ={1, 2, 3, 4, 5, 6, 7, 8, 9,10, 11, 12} vi. B ∪ C = {2, 3, 4, 5, 6, 7, 8, 9, 11, 12} ∴ A ∩ (B ∪ C) = {4, 7} 3. In a survey of 425 students in a school, it

was found that 115 drink apple juice, 160 drink orange juice and 80 drink both apple as well as orange juice. How many drink neither apple juice nor orange juice?

Solution: Let A = set of students who drink apple juice B = set of students who drink orange juice X = set of all students ∴ n(X) = 425, n(A) = 115, n(B) = 160, n(A ∩ B) = 80

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No. of students who neither drink apple juice nor orange juice = n(A′ ∩ B′) = n(A ∪ B)′ = n(X) − n(A ∪ B) = 425 − [n(A) + n(B) − n(A ∩ B)] = 425 − (115 + 160 − 80) = 230 4. In a school there are 20 teachers who teach

mathematics or physics. Of these, 12 teach mathematics and 4 teach both physics and mathematics. How many teachers teach physics?

Solution: Let A = set of teachers who teach mathematics B = set of teachers who teach physics ∴ n(A ∪ B) = 20, n(A) = 12, n(A ∩ B) = 4 But n(A ∪ B) = n(A) + n(B) − n(A ∩ B) ∴ 20 = 12 + n(B) − 4 ∴ 12 = n(B) ∴ No. of teachers who teach physics = 12 5. i. If A = {1, 2, 3} and B = {2, 4}, state the

elements of A × A, A × B, B × A, B × B, (A × B) ∩ (B × A)

ii. If A = {−1, 1}, find A × A × A. Solution: i. A = {1, 2, 3} and B = {2, 4} A × A = {(1, 1), (1, 2), (1, 3), (2, 1), (2, 2), (2, 3), (3, 1), (3, 2), (3, 3)} A × B = {(1, 2), (1, 4), (2, 2), (2, 4), (3, 2),

(3, 4)} B × A = {(2, 1), (2, 2), (2, 3), (4, 1), (4, 2),

(4, 3)} B × B = {(2, 2), (2, 4), (4, 2), (4, 4)} (A × B) ∩ (B × A) = {(2, 2)} ii. A = {−1, 1} ∴ A × A × A = {(−1, −1, −1), (−1, −1, 1), (−1, 1, −1), (−1, 1, 1), (1, −1, −1), (1, −1, 1), (1, 1, −1), (1, 1, 1)} 6. If A = {1, 2, 3}, B = {4, 5, 6}, which of the

following are relations from A to B: i. R1 = {(1, 4), (1, 5), (1, 6)} ii. R2 = {(1, 5), (2, 4), (3, 6)}

iii. R3 = {(1, 4), (1, 5), (3, 6), (2, 6), (3, 4)} iv. R4 = {(4, 2), (2, 6), (5, 1), (2, 4)}.

Solution: A = {1, 2, 3}, B = {4, 5, 6} ∴ A × B = {(1, 4), (1, 5), (1, 6), (2, 4), (2, 5),

(2, 6), (3, 4), (3, 5), (3, 6)}

i. R1 = {(1, 4), (1, 5), (1, 6)} Since, R1 ⊆ A × B ∴ R1 is a relation from A to B ii. R2 = {(1, 5), (2, 4), (3, 6)} Since, R2 ⊆ A × B ∴ R2 is a relation from A to B iii. R3 = {(1, 4), (1, 5), (3, 6), (2, 6), (3, 4)} Since, R3 ⊆ A × B ∴ R3 is a relation from A to B iv. R4 = {(4, 2), (2, 6), (5, 1), (2, 4)} Since, (4, 2) ∈ R4, but (4, 2) ∉ A × B ∴ R4 ⊄ A × B ∴ R4 is not a relation from A to B 7. Determine the domain and range of the

following relations: i. R = {(a, b) / a ∈ N, a < 5, b = 4} ii. S = {(a, b) / b = | a – 1|, a ∈ Z, | a | < 3}. Solution: i. R = {(a, b) / a ∈ N, a < 5, b = 4} ∴ Domain (R) = {1, 2, 3, 4} Range (R) = {4} ii. S = {(a, b) / b = |a − 1|, a ∈ Z, |a| < 3} Since, a ∈ Z and |a| < 3 ∴ a < 3 and a > −3 ∴ −3 < a < 3 ∴ a = −2, −1, 0, 1, 2 When a = −2, b = 3 When a = −1, b = 2 When a = 0, b = 1 When a = 1, b = 0 When a = 2, b = 1 ∴ Domain (S) = {−2, −1, 0, 1, 2} Range (S) = {3, 2, 1, 0} 8. Which of the following relations are

functions? If it is a function, determine its domain and range:

i. {(2, 1), (4, 2), (6, 3), (8, 4), (10, 5), (12, 6), (14, 7)} ii. {(0, 0), (1, 1), (1, −1), (4, 2), (4, −2),

(9, 3), (9, −3), (16, 4), (16, −4)} iii. {(2, 1), (3, 1), (5, 2)}. Solution: i. Refer Solution Ex. 1.3 Q. 4 - i ii. Refer Solution Ex. 1.3 Q. 4 – iv iii. Refer Solution Ex. 1.3 Q. 4 - ii

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9. Find whether following functions are one-

one or not :

i. f: R → R defined by f (x) = x2 + 5

ii. f: R − {3} → R defined by

f (x) = 5 73

xx

+−

for x ∈ R – {3}.

Solution:

i. f: R → R defined by f(x) = x2 + 5

To prove that f is one-one we have to prove

that if f(x1) = f(x2) then x1 = x2

Here f(x) = x2 + 5

Let f(x1) = f(x2)

∴ x12 + 5 = x2

2 + 5

∴ x12 = x2

2

∴ x1 = ± x2

∴ f is not one-one function.

ii. f: R − {3} → R defined by f(x) = 5 73

xx

+−

To prove that f is one-one we have to prove

that if f(x1) = f(x2) then x1 = x2

Here, f(x) = 5 73

xx

+−

Let f(x1) = f(x2)

∴ 1

1

5 73

+−

xx

=2

2

5 7

3

+

x

x

∴ (5x1 + 7)(x2 − 3) = (5x2 + 7)(x1 − 3)

∴ 5x1x2 − 15x1 + 7x2 − 21 = 5x1x2 − 15x2 + 7x1 − 21

∴ −15x1 + 7x2 = −15x2 + 7x1

∴ 22x2 = 22x1

∴ x1 = x2

∴ f is one-one function.

10. Find whether following functions are onto or not:

i. f: Z → Z defined by f(x) = 6x − 7 for all x ∈ Z.

ii. f: R → R defined by f(x) = x2 + 3 for all x ∈ R.

Solution: i. f: Z → Z defined by f(x) = 6x − 7 for all x ∈ Z We want to find whether f is a onto function For that we have to prove that for any

y ∈ co-domain Z, there exist an element x ∈ domain Z such that f(x) = y

Let y ∈ Z be such that y = f(x) ∴ y = 6x − 7

∴ 6x = y + 7 ∴ x = 7 Z6+

∉y

∴ for any y ∈ co-domain Z, there does not exist an element x ∈ domain Z such that f(x) = y

∴ f is not onto function. ii. f : R → R defined by f(x) = x2 + 3 for all x ∈ R As x ∈ R, x2 ≥ 0 ∴ x2 + 3 ≥ 3 ∴ f(x) ≥ 3 ∴ Value of all element of domain R is greater

than or equal to 3 This means that in co-domain for all the elements which are less than 3 will not have their pre-image in the domain.

∴ f is not onto function. 11. Let f: R→R be a function defined by

f(x) = 5x3 − 8 for all x ∈ R, show that f is one-one and onto. Hence find f −1. Solution: f: R → R defined by f(x) = 5x3 − 8 First, we have to prove that f one-one function For that we have to prove that if f(x1) = f(x2) then x1 = x2 Here f(x) = 5x3 − 8 Let f(x1) = f(x2) ∴ 5x1

3 − 8 = 5x23 − 8

∴ x13 = x2

3 ∴ x1 = x2 ∴ f is one-one function Now we have to show that f is onto function. Let y ∈ R be such that y = f(x) ∴ y = 5x3 − 8 ∴ 5x3 = y + 8

∴ x = 3 85+y ∈ R

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∴ for any y ∈ co-domain R, there exist an element

x = 3 85+y

∈ domain R such that f(x) = y

∴ f is onto function. ∴ f is one-one onto function ∴ f−1 exists

∴ f−1(y) = 3 85

y + ∴ f−1(x) = 3 85+x .

12. A function f: R → R defined by f(x) = 35x + 2,

x ∈ R. Show that f is one-one and onto. Hence find f −1.

Solution:

f: R → R defined by f(x) = 3 25x

+

First we have to prove that f is one-one function for that we have to prove if f(x1) = f(x2) then x1 = x2

Here f(x) = 35x + 2

Let f(x1) = f(x2)

∴ 135x + 2 = 23

5x + 2

∴ 135x = 23

5x

∴ x1 = x2 ∴ f is one-one function Now, we have to that f is onto function Let y ∈ R be such that y = f(x)

∴ y = 35x + 2

∴ y − 2 = 35x

∴ x = 5( 2)3−y

∈ R

∴ for any y ∈ co-domain R, the exist an element

x = 5( 2)3−y

∈ domain R such that f(x) = y

∴ f is onto function. ∴ f is one-one onto function. ∴ f−1 exists

∴ f−1(y) = ( )5 23

y −

∴ f −1 (x) =( )5 2

3−x

13. A function f is defined as follows: f(x) = 4x + 5, for −4 ≤ x < 0, find the values

of f(−1), f(−2), f(0), if they exist. Solution: f(x) = 4x + 5, for x ∈ [−4, 0) − 1 ∈ [−4, 0) ∴ f(−1) = 4(−1) + 5 = 1 − 2 ∈ [−4, 0) ∴ f(−2) = 4(−2) + 5 = − 3 But 0 ∉ [−4, 0) ∴ f(0) does not exist. 14. A function f is defined as follows: f(x) = 5 − x for 0 ≤ x ≤ 4 Find the value of x such that f(x) = 3 and f(x) = 5. Solution: f(x) = 5 − x for 0 ≤ x ≤ 4 When f(x) = 3, 5 − x = 3 ∴ x = 2 When f(x) = 5, 5 − x = 5 ∴ x = 0 15. If f(x) = 3x4 − 5x2 + 7, find f(x − 1). Solution: f(x) = 3x4 − 5x2 + 7

∴ f(x − 1) = 3(x − 1)4 − 5(x − 1)2 + 7 = 3(x4 − 4x3 + 6x2 − 4x + 1) − 5(x2 − 2x + 1) + 7 = 3x4 − 12x3 + 18x2 −12x + 3 − 5x2 + 10x − 5 + 7 = 3x4 − 12x3 + 13x2 − 2x + 5 16. If f(x) = 3x + a and f(1) = 7, find a and f(4). Solution: f(x) = 3x + a and f(1) = 7 ∴ f(1) = 3(1) + a ∴ 7 = 3 + a ∴ a = 4 ∴ f(x) = 3x + 4 ∴ f(4) = 3(4) + 4 = 16 17. If f(x) = ax2 + bx + 2 and f(1) = 3, f(4) = 42,

find a and b. Solution: f(x) = ax2 + bx + 2 f(1) = 3 ∴ a(1)2 + b(1) + 2 = 3 ∴ a + b + 2 = 3

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∴ a = 1 − b ….(i) and f(4) = 42 ∴ a(4)2 + b(4) + 2 = 42 ∴ 16a + 4b = 40 ∴ 4a + b = 10 ∴ 4(1 − b) + b = 10 ….[From (i)] ∴ 4 − 4b + b = 10 ∴ −3b = 6 ∴ b = − 2 Putting the value of b in (i), we get a = 1− (−2) = 3 ∴ a = 3, b = − 2 18. Find composite of f and g i. f = {(1, 3), (2, 4), (3, 5), (4, 6)} g = {(3, 6), (4, 8), (5, 10), (6, 12)} ii. f = {(1, 1), (2, 2), (3, 3), (4, 4)}

g = {(1, 1), (2, 8), (3, 27), (4, 64)} Solution: i. f = {(1, 3), (2, 4), (3, 5), (4, 6)} g = {(3, 6), (4, 8), (5, 10), (6, 12)} Let A = {1, 2, 3, 4}, B = {3, 4, 5, 6} and C = {6, 8, 10, 12} ∴ f(x) = x + 2 and g(x) = 2x ∴ (gof) (x) = g[f(x)] = g(x + 2) = 2(x + 2) = 2x + 4 ∴ (gof) (1) = 2(1) + 4 = 6 (gof) (2) = 2(2) + 4 = 8 (gof) (3) = 2(3) + 4 = 10 (gof) (4) = 2(4) + 4 = 12 ∴ gof = {(1, 6), (2, 8), (3, 10), (4, 12)} ii. f = {(1,1), (2, 2), (3, 3), (4, 4)} g = {(1, 1), (2, 8), (3, 27), (4, 64)} Let A = {1, 2, 3, 4}, B = {1, 2, 3, 4} and C = {1, 8, 27, 64} ∴ f(x) = x and g(x) = x3

∴ (gof) (x) = g[f(x)] = g(x) = x3

∴ (gof) (1) = (1)3 = 1 (gof) (2) = (2)3 = 8 (gof) (3) = (3)3 = 27 (gof) (4) = (4)3 = 64 gof = {(1, 1), (2, 8), (3, 27), (4, 64)} 19. Find fog and gof i. f(x) = x2 + 5, g(x) = x − 8 ii. f(x) = 3x − 2, g(x) = x2 iii. f(x) = 256x4, g(x) = x .

Solution: i. f(x) = x2 + 5, g(x) = x − 8 fog(x) = f[g(x)] = f(x – 8) = (x − 8)2 + 5 = x2 − 16x + 64 + 5 = x2 − 16x + 69 gof(x) = g[f(x)] = g(x2 + 5) = x2 + 5 − 8 = x2 − 3 ii. f(x) = 3x − 2, g(x) = x2 fog(x) = f[g(x)] = f(x2) = 3x2 − 2 gof(x) = g[f(x)] = [f(x)]2 = (3x − 2)2 = 9x2 − 12x + 4 iii. f(x) = 256 x4, g(x) = x fog(x) = f[g(x)] = f ( )x

= 256 ( )4x

= 256 x2 gof(x) = g[f(x)] = g(256 x4)

= 4256x = 16x2

20. If f(x) = 2 15 2

xx

+−

, x ≠ 25

,

show that (fof)(x) = x. Solution:

f(x) = 2 15 2

+−

xx

(fof)x = f[f(x)]

= f 2 15 2

+⎛ ⎞⎜ ⎟−⎝ ⎠

xx

=

2 12 15 22 15 25 2

+⎛ ⎞ +⎜ ⎟−⎝ ⎠+⎛ ⎞ −⎜ ⎟−⎝ ⎠

xxxx

= 4 2 5 210 5 10 4

+ + −+ − +

x xx x

= 99x

= x

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21. If f(x) = 34 5xx+−

, g(x) = 3 54 1

xx+

−,

then show that (fog)(x) = x. Solution:

f(x) = 34 5xx+−

, g(x) = 3 54 1

xx+

∴ (fog) x = f[g(x)]

= 3 5f4 1

+⎛ ⎞⎜ ⎟−⎝ ⎠

xx

=

3 5 34 13 54 54 1

++

−+⎛ ⎞ −⎜ ⎟−⎝ ⎠

xx

xx

=

3 5 12 34 1

12 20 20 54 1

x xxx xx

+ + −−

+ − +−

= 1717

x = x

22. Let f: R − {2} → R be defined by

f(x) = 2 4

2xx

−−

and g: R → R be defined by

g(x) = x + 2. Find whether f ≡ g or not. Solution:

f: R − {2} → R be defined by f(x) = 2 4

2−−

xx

g: R → R be defined by g(x) = x + 2

f(x) = 2 4

2−−

xx

is not defined by when x − 2 = 0

i.e., x = 2 Here domain of f is R − {2} But 2 ∉ domain of f ∴ f(2) does not exist But 2 ∈ domain of g ∴ g(2) exist and g(2) = 2 + 2 = 4 ∴ f(x) ≠ g(x) ∀ x ∴ f ≠ g 23. Let f: R → R be defined by f(x) = x + 5 for

all x ∈ R. Find its domain and range. Also draw its graph.

Solution: f(x) = x + 5 Domain of f is R range of f is R Let y = f(x) i.e., y = x + 5 We have x 1 0 −5 −6 y = x + 5 6 5 0 −1

24. Let f: R → R be defined by f(x) = x3 for all x ∈ R. Find its domain and range. Also draw its graph. Solution: f (x) = x3 Domain of f is R Range of f is R Let y = f(x) i.e., y = x3 We have x 2 1 0 −1 −2 y = x3 8 1 0 −1 −8

1 2 3 −3 −1−2 XX′

Y

Y′

(1, 1)

(−1, −1) −1 −2 −3 −4 −5 −6 −7 −8

1 2 3 4 5 6 7 8 (2, 8)

(−2, −8)

O

y = x3

Y

−5 −4 −3 −2 −1 1 2 3 4

1 2 3 4 5

XO

y = f(x)

6

−1−2

−6X′

Y′

(1, 6) (0, 5)

(−5, 0)

(−6, −1)

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Additional Problems for Practice Based on Exercise 1.1  1. Describe the following sets in Roster form: i. {x / x is a letter of the word ‘APPLE’}

ii. 3 / is an integer and 2 2

⎧ ⎫− < <⎨ ⎬⎩ ⎭

x x x .

iii. {x / x = 2n − 1, n ∈ N} 2. Describe the following sets in set-builder

form: i. {0, 1, 2, 3, ….} ii. {2, 3, 5, 7, 11, 13}

iii. 1 1 1 11, , , ,3 5 7 9

⎧ ⎫⎨ ⎬⎩ ⎭

3. If A = {x / 2x2 + x − 6 = 0}, B = {x / x2 − 4 = 0}, C = {x / x2 − 3x − 10 = 0}, then find i. A ∪ B ∪ C ii. A ∩ B ∩ C 4. If A, B, C are the sets of the letters in the

words ‘language’, ‘luggage’ and ‘drainage’ respectively, then verify that

[A − (B ∪ C)] = [(A − B) ∩ (A − C)]. 5. If A = {a, b, c, d}, B = {c, d, e, f}, C = {f, g, h, i}

and universal set U = {a, b, c, d, e, f, g, h, i, j}, then verify the following:

i. A ∪ (B ∩ C) = (A ∪ B) ∩ (A ∪ C) ii. A ∩ (B ∪ C) = (A ∩ B) ∪ (A ∩ C) iii. (A ∪ C)′ = A′ ∩ C′ iv. (B ∩ C)′ = B′ ∪ C′ v. C = (A ∩ C) ∪ (A′ ∩ C) vi. n (B ∪ C) = n(B) + n(C) − n(B ∩ C) 6. If A and B are subsets of the universal set U

and n (U) = 100, n (A) = 80, n (B) = 40, n (A′ ∩ B′) = 10, then find

i. n (A ∪ B) ii. n (A ∩ B) iii. n (A′ ∩ B) iv. n (A ∩ B′) 7. In a survey of 75 students of a class, 40 like

apple juice, 35 like orange juice, 30 like pineapple juice, 15 like both apple and orange juices, 12 like both apple and pineapple juices, 10 like both orange and pineapple juices and 4 like all three juices. Find the number of students who

i. did not like any juice. ii. like orange juice or pineapple juice.

8. From amongst 800 individuals using internet, 55% use Facebook, 40% use Whatsapp and 35% use both sites. Find the number of individuals who use

i. at least one of the sites. ii. neither Facebook nor Whatsapp. iii. only one of the sites. 9. In a class, 50 students study Marathi, 40

students study English, 30 students study Hindi, 20 students study both English and Marathi, 16 students study both English and Hindi. None of them study Marathi and Hindi both. If every student study at least one subject, find the number of students in the class.

10. If A = {1, 2, 3, 4}, write down the set of all

possible subsets of A, i.e., the power set of A. 11. Write the following intervals in set-builder form: i. (−2, 0) ii. (2, 6] iii. [−2, 5) iv. [−1, 1] 12. Using Venn diagrams represent: i. (A ∪ B ∪ C)′ ii. A ∩ (B ∪ C) Based on Exercise 1.2  1. If (x + 3, y − 1) = (4, 1), find the values of x

and y.

2. If 1 1 1 5, ,4 2 2 2

⎛ ⎞ ⎛ ⎞+ − =⎜ ⎟ ⎜ ⎟⎝ ⎠ ⎝ ⎠

x y , find x and y.

3. If A = {1, 2, 3}, B = {x, y}, then find A × B,

B × A, A × A and B × B. 4. If A = {1, 2, 3}, B = {3, 4}, C = {4, 5}, then

find i. (A × B) ∪ (A × C) ii. (A × B) ∩ (A × C) 5. Express A = {(x, y) / x2 + y2 = 25, where x, y ∈ W}

as a set of ordered pairs. 6. Write the domain and range of the following

relations: i. {(a, b) / a, b ∈ N, a < 3 and b < 2} ii {(a, b) / a, b ∈ N, a + b = 5} 7. Let A = {1, 2, 3}, B = {4, 10} and R = {(a, b) / a ∈ A, b ∈ B, a.b is odd}. Show

that R is an empty relation from A to B.

Target Publications Pvt. Ltd. Chapter 01: Sets, Relations and Functions

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8. Write the following relation in Roster form and hence find its domain and range:

R = 1a, a N,0 a 4a 1

⎧ ⎫⎛ ⎞ ∈ < <⎨ ⎬⎜ ⎟+⎝ ⎠⎩ ⎭

9. Write the following relations as sets of

ordered pairs: i. {(x, y) / x + y = 5, x, y ∈ {1, 2, 3, 4}} ii. {(x, y) / x > y + 1, x = 4, 6, 8 and y = 1, 3} Based on Exercise 1.3  1. Find the domain and range of the following

functions: i. f (x) = ( 2)(4 )− −x x

ii. f (x) = 225 − x 2. Find the range of each of the following

functions: i. f (x) = x2 − 8x + 19, for all x ∈ R ii. f (x) = 5x + 4, −2 ≤ x ≤ 3 3. If f(x) = (x + 5) (3x − 1), then find f(1), f (−2). 4. If f(x) = 3x2 + 2x + 5, then find f (x + 1). 5. Which of the following relations are

functions? If it is a function, determine its domain and range. Also find the function by formula (if possible).

i. {(1, 2), (2, 3), (3, 4), (4, 5)} ii. {(1, 2), (1, 4), (2, 4), (3, 6)} 6. If f(x) = ax − 10 and f (1) = 6, then find a. 7. If f(x) = f(2x + 1) for f(x) = x2 − 5x + 7, then

find x. 8. Let A = {1, 2, 3, 4, 5} and Z be the set of

integers. If f : A → Z is defined by f(x) = 2x + 1, then show that f is a function from A to Z. Also find the range of f.

9. Find whether the following functions are one-one, onto or not:

i. f : R → R given by f(x) = x2 ii. f : R → R given by f(x) = 2x + 3. 10. Find which of the following functions are one-

one onto, many-one onto, one-one into, many-one into.

i. f = {(1, 3), (2, 6), (3, 11), (4, 18)} defined from A to B, where A = {1, 2, 3, 4} and B = {3, 6, 11, 18, 27}

ii. f : R → R given as f(x) = 2x2 + 7 for all x ∈ R.

11. Let f and g be two real valued functions defined by f(x) = 3x − 1 and g(x) = x − 2. Find

i. f + g ii. f − g

iii. fg

12. Find gof and fog, where f(x) = 2x and

g(x) = 11

+−

xx

. 13. If f(x) = 5 1

5+

−x

x, then prove that fof is an

identity function. 14. If f(x) = 7 4

5 3+−

xx

and g(x) = 3 45 7

+−

xx

, then show

that (fog) (x) = (gof) (x) = x. 15. If f = {(1, 3), (2, 4), (3, 5), (4, 6), (5, 7)},

g = {(3, 9), (4, 16), (5, 25), (6, 36), (7, 49)}, find (gof).

16. Show that f : R → R given by f(x) = 4x + 7 is one-one onto. Find its inverse function. Also find f −1 (19) and f −1 (−5).

Based on Miscellaneous Exercise − 1  1. Write down the following sets in set-builder

form: i. {1, 4, 9, 16, 25, 36} ii. {0, ±2, ±4, ±6} 2. If U = {x / x ∈ I, −2 ≤ x ≤ 10}, A = {−2, 0, 2, 4, 6, 8}, B = {1, 2, 3, 9, 10}, C = {3, 6, 9}, write down the following sets: i. A ∪ C ii. A ∩ B iii. A′ ∩ C iv. (A ∩ B) ∩ C′ 3. In a class of 180 students, 95 like English, 110

like Hindi and 30 like both subjects. How many students neither like English nor like Hindi?

4. Out of 40 players participating in Cricket and Football, 18 play Cricket and 9 play both Cricket and Football. How many players play Football?

5. If A = {1, 3, 4} and B = {3, 5}, find A × B, B × B, B × A, (A × B) ∩ (B × A).

6. If X = {a, b, c} and Y = {p, q}, which of the following are relations from X to Y:

i. R1 = {(a, p), (a, q), (b, p), (c, q)} ii. R2 = {(p, a), (a, p), (a, q), (b, q), (q, c)}

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7. Determine the domain and range of the following relation:

R = {(a, b) / |a| < 2, b = |a + 1|, a ∈ Z} 8. Which of the following relations are

functions? If it is a function, determine its domain and range:

i. {(1, 1) (2, 8) (3, 27) (4, 64)} ii. {(1, 1), (1, −1), (2, 2), (2, −2)} 9. Find whether the following function is one-

one or not: f : R−{−2} → R defined by

f(x) = 4 32

++

xx

for x ∈ R − {−2} 10. Find whether the following functions are onto

or not: i. f : R → R defined by f(x) = 5x + 11 for

all x ∈ R ii. f : Z → Z defined by f(x) = 5x − 11 for

all x ∈ Z.

11. A function f : R → R defined by f(x) = 5 + 6x ,

x ∈ R. Show that f is one-one and onto. Hence find 1f − .

12. A function f is defined as follows: f(x) = 3x + 7, for − 3 ≤ x ≤ 1. Find the values of f(−2), f(1), f(2), if they

exist. 13. A function f is defined as follows: f(x) = 3 + x for −2 < x < 2. Find the values of

x such that f(x) = 2 and f(x) = 4. 14. If f(x) = 2x3 − 3x + 11, find f (x + 1). 15. If f(x) = 2x + a and f(2) = 9, find a and f(3). 16. If f(x) = ax2 + bx + 5 and f(1) = 12, f(2) = 21,

find a and b. 17. Find composite of f and g and express it by

formula: f = {(1, 4), (2, 5), (3, 6), (4, 7)} g = {(4, 9), (5, 11), (6, 13), (7, 15)} 18. If f(x) = 16x2 and g(x) = x , find fog and gof.

19. If f(x) = 3 15 3

+−

xx

, x ≠ 35

, then show that

(fof)(x) = x.

20. If f(x) = 23 7

+−

xx

and g(x) = 2 73 1

+−

xx

, then show

that (fog) (x) = x. 21. Let f : R → R be defined by f(x) = x + 3 and

g : R − {3} → R be defined by g(x) = 2 9

3−−

xx

.

Find whether f ≡ g or not. Multiple Choice Questions

1. The set of intelligent students in a class is (A) A null set (B) A singleton set (C) A finite set (D) Not a well defined collection. 2. Which of the following is the empty set? (A) {x / x is a real number and x2 − 1 = 0} (B) {x / x is a real number and x2 + 1 = 0} (C) {x / x is a real number and x2 − 9 = 0} (D) {x / x is a real number and x2 = x + 2} 3. If a set A has n elements, then the total

number of subsets of A is (A) n (B) n2 (C) 2n (D) 2n 4. If A = {1, 2, 3}, B = {3, 4} C = {4, 5, 6}, then

A ∪ (B ∩ C) is (A) {3} (B) {1, 2, 3, 4} (C) {1, 2, 4, 5C} (D) {1, 2, 3, 4, 5, 6} 5. If A and B are any two sets, then A ∪ (A ∩ B)

is equal to (A) A (B) B (C) Ac (D) Bc 6. If the sets A and B are defined as

A = {(x, y) / y = 1x

, 0 ≠ x ∈ R}

B = {(x, y) / y = −x, x ∈ R}, then (A) A ∩ B = A (B) A ∩ B = B (C) A ∩ B =   (D) None of these 7. Let n (U) = 700, n(A) = 200, n (B) = 300 and

n (A ∩ B) = 100, then n (Ac ∩ Bc) = (A) 400 (B) 600 (C) 300 (D) 200

Target Publications Pvt. Ltd. Chapter 01: Sets, Relations and Functions

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8. In a city 20 percent of the population travels by car, 50 percent travels by bus and 10 percent travels by both car and bus. Then persons travelling by car or bus is

(A) 80 percent (B) 40 percent (C) 60 percent (D) 70 percent 9. If A, B and C are any three sets, then A × (B ∪ C) is equal to (A) (A × B) ∪ (A × C) (B) (A ∪ B) × (A ∪ C) (C) (A × B) ∩ (A × C) (D) None of these 10. If A = {2, 4, 5}, B = {7, 8, 9}, then n(A × B) is

equal to (A) 6 (B) 9 (C) 3 (D) 0 11. Which set is the subset of all given sets (A) {1, 2, 3, 4,......} (B) {1} (C) {0} (D) {}. 12. The smallest set A such that A ∪ {1, 2} = {1, 2, 3, 5, 9} is (A) {2, 3, 5} (B) {3, 5, 9} (C) {1, 2, 5, 9} (D) None of these 13. Let U = {1, 2, 3, 4, 5, 6, 7, 8, 9, 10}, A = {1, 2, 5}, B = {6, 7}, then A ∩ B′ is (A) B′ (B) A (C) A′ (D) B 14. The shaded region in the given figure is (A) A ∩ (B ∪ C) (B) A ∪ (B ∩ C) (C) A ∩ (B – C) (D) A – (B ∪ C) 15. Of the members of three athletic teams in a

school 21 are in the cricket team, 26 are in the hockey team and 29 are in the football team. Among them, 14 play hockey and cricket, 15 play hockey and football, and 12 play football and cricket. Eight play all the three games. The total number of members in the three athletic teams is

(A) 43 (B) 76 (C) 49 (D) None of these

16. If A, B, C are three sets, then A ∩ (B ∪ C) is equal to

(A) (A ∪ B) ∩ (A ∪ C) (B) (A ∩ B) ∪ (A ∩ C) (C) (A ∪ B) ∪ (A ∪ C) (D) None of these 17. If A = {2, 3, 5}, B = {2, 5, 6}, then (A – B) × (A ∩ B) is (A) {(3, 2), (3, 3), (3, 5)} (B) {(3, 2), (3, 5), (3, 6)} (C) {(3, 2), (3, 5)} (D) None of these 18. If n(A) = 4, n(B) = 3, n(A × B × C) = 24, then

n(C) = (A) 288 (B) 1 (C) 12 (D) 2 19. If A = {1, 2, 3, 4}; B = {a, b} and f is a

mapping such that f : A → B, then A × B is (A) {(a, 1), (3, b)} (B) {(a, 2), (4, b)} (C) {(1, a), (1, b), (2, a), (2, b), (3, a), (3, b),

(4, a), (4, b)} (D) None of these 20. If A = {x, y}, then the power set of A is (A) {xx, yy} (B) {φ, x, y} (C) {φ, {x}, {2y}} (D) {φ, {x}, {y}, {x, y}} 21. Let X = {1, 2, 3, 4, 5} and Y = {1,3, 5, 7, 9}.

Which of the following is/are not relations from X to Y?

(A) R1 = {(x, y)| y = 2 + x, x ∈ X, y ∈ Y} (B) R2 = {(1, 1), (2, 1), (3, 3), (4, 3), (5, 5)} (C) R3 = {(1, 1), (1, 3), (3, 5), (3, 7), (5, 7)} (D) R4 = {(1, 3), (2, 5), (2, 4), (7, 9)} 22. Given two finite sets A and B such that n(A) = 2, n(B) = 3. Then total number of

relations from A to B is (A) 4 (B) 8 (C) 64 (D) None of these 23. Since every subset of A × B defines a relation

from A to B, number of relation from A to B is equal to number of subsets of A × B = 26 = 64.

The relation R defined on the set of natural numbers as {(a, b) / a differs from b by 3}, is given by

(A) {(1, 4, (2, 5), (3, 6),.....} (B) {(4, 1), (5, 2), (6, 3),.....} (C) {(1, 3), (2, 6), (3, 9),..} (D) None of these

A

BC

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24. The relation R = {(1, 1), (2, 2), (3, 3), (1, 2), (2, 3), (1, 3)} on set A = {1, 2, 3} is

(A) Reflexive but not symmetric (B) Reflexive but not transitive (C) Symmetric and Transitive (D) Neither symmetric nor transitive 25. The relation “less than” in the set of natural

numbers is (A) Only symmetric (B) Only transitive (C) Only reflexive (D) Equivalence relation 26. Let X be a family of sets and R be a relation

on X defined by ‘A is disjoint from B’. Then R is

(A) Reflexive (B) Symmetric (C) Anti-symmetric (D) Transitive 27. Let A = {a, b, c} and B = {1, 2}. Consider a

relation R defined from set A to set B. Then R is equal to set

(A) A (B) B (C) A × B (D) B × A 28. A relation R is defined from {2, 3, 4, 5} to {3, 6, 7, 10} by xRy x is relatively prime

to y. Then domain of R is (A) {2, 3, 5} (B) {3, 5} (C) {2, 3, 4} (D) {2, 3, 4, 5} 29. Let R be a relation on N defined by x + 2y = 8.

The domain of R is (A) {2, 4, 8} (B) {2, 4, 6, 8} (C) {2, 4, 6} (D) {1, 2, 3, 4} 30. Let A = {1, 2, 3, 4} and R be a relation in A

given by R = {(1, 1), (2, 2), (3, 3), (4, 4), (1, 2), (2, 1), (3, 1), (1, 3)}. Then R is (A) Reflexive (B) Symmetric (C) Transitive (D) Both (A) and (B)

31. Let A = { 1,2,3,4} and B = {1,6,8,11,15} which of the following are functions from A to B

i. f: A → B defined by f(1) = 1, f(2) = 6, f(3) = 8, f(4) = 8 ii. f(1) = 1, f(2) = 6, f(3) = 15 iii. f(1) = 6, f(2) = 6, f(3) = 6, f(4) = 6 (A) (ii) & (iii) (B) (i) & (ii) (C) (ii) (D) (i) &(iii) 32. If f: R → R is defined by f(x) = x2 − 3x + 2,

then the value of f[f(5)] is (A) 111 (B) 110 (C) 109 (D) 101 33. The domain of the function:

( )( )

12 3 1x x− +

is

(A) R − {− 1} (B) R − 32

⎧ ⎫⎨ ⎬⎩ ⎭

(C) R {−1, 32

} (D) R 34. If f(x) = 3x − 5, then f−1(x) is

(A) 13 5x −

(B) 53

x +

(C) 35

y + (D) does not exist 35. If f(x) = 3 2

4 3xx

+−

for x ≠ 34

, then fof (x) is

(A) 17 x (B) 3x (C) 4x (D) x 36. If f(x) = x2 + 5x + 7, then the value of x for

which f(x) = f(x + 1) is (A) 3 (B) −6 (C) −3 (D) 6 37. The domain of the function 22

xx+

is

(A) (1, ∞) (B) (−∞, 1) (C) (1,1) (D) (−∞, ∞) 38. The range of the function 24 x− is (A) [−3, 2] (B) [0, 2] (C) (0, 2) (D) (−2, 2) 39. If f(x) = x2 + 1

x, x ≠ 0, then the value of f(−1) is

(A) 92

(B) 1

(C) 0 (D) 2

Target Publications Pvt. Ltd. Chapter 01: Sets, Relations and Functions

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Answers to Additional Practice Problems Based on Exercise 1.1  1. i. {A, P, L, E} ii. {−1, 0, 1} iii. {1, 3, 5, 7, ….} 2. i. {x / x ∈ W} ii. {x / x is a prime number, x < 14}

iii. 1/ , n N, 1 n 52n 1

⎧ ⎫= ∈ ≤ ≤⎨ ⎬−⎩ ⎭x x

3. i. 32, , 2, 52

⎧ ⎫−⎨ ⎬⎩ ⎭

ii. {− 2}

6. i. 90 ii. 30 iii. 10 iv. 50 7. i. 3 ii. 55 8. i. 480 ii. 320 iii. 200 9. 84 10. P(A) = {φ, {1}, {2}, {3}, {4}, {1, 2}, {1, 3},

{1, 4}, {2, 3}, {2, 4}, {3, 4}, {1, 2, 3}, {1, 2, 4}, {1, 3, 4}, {2, 3, 4}, {1, 2, 3, 4}}

11. i. (−2, 0) = {x / x ∈ R, −2 < x < 0} ii. (2, 6] = {x / x ∈ R, 2 < x ≤ 6} iii. [−2, 5) = {x / x ∈ R, −2 ≤ x < 5} iv. [−1, 1] = {x / x ∈ R, −1 ≤ x ≤ 1} 12. i. ii.

Based on Exercise 1.2  1. x = 1, y = 2

2. x = 14

, y = 3 3. A × B = {(1, x), (1, y), (2, x), (2, y), (3, x), (3, y)} B × A = {(x, 1), (x, 2), (x, 3), (y, 1), (y, 2), (y, 3)} A × A = {(1, 1), (1, 2), (1, 3), (2, 1), (2, 2),

(2, 3), (3, 1), (3, 2), (3, 3)} B × B = {(x, x), (x, y), (y, x), (y, y)} 4. i. {(1, 3), (1, 4), (1,5), (2, 3), (2, 4), (2, 5),

(3, 3), (3, 4), (3, 5)} ii. {(1, 4), (2, 4), (3, 4)} 5. A = {(0, 5), (3, 4), (4, 3), (5, 0)} 6. i. Domain = {1, 2}, Range = {1} ii. Domain = {1, 2, 3, 4}, Range = {4, 3, 2, 1}

8. R = 1 1 11, , 2, , 3,2 3 4

⎧ ⎫⎛ ⎞ ⎛ ⎞ ⎛ ⎞⎨ ⎬⎜ ⎟ ⎜ ⎟ ⎜ ⎟⎝ ⎠ ⎝ ⎠ ⎝ ⎠⎩ ⎭

,

Domain = {1, 2, 3}, Range = 1 1 1, ,2 3 4

⎧ ⎫⎨ ⎬⎩ ⎭

9. i. {(1, 4), (2, 3), (3, 2), (4, 1)} ii. {(4, 1), (6, 1), (8, 1), (6, 3), (8,3)} Based on Exercise 1.3  1. i. Domain = [2, 4] Range = [−1, 1] ii. Domain = [−5, 5] Range = [−5, 5] 2. i. Range = [3, ∞) ii. Range = [− 6, 19] 3. f(1) = 12, f(−2) = −21 4. 3x2 + 8x + 10 5. i. It is a function. Domain = {1, 2, 3, 4} Range = {2, 3, 4, 5} f(x) = x + 1 ii. Not a function. 6. 16

7. −1, 43

8. f = {(1, 3), (2, 5), (3, 7), (4, 9), (5, 11)} Range of f = {3, 5, 7, 9, 11} A ∩ (B ∪ C)

A B

C

X

B A

C X

(A ∪ B ∪ C)′

Target Publications Pvt. Ltd. Std. XI Sci.: Perfect Maths - II

38

9. i. Not one-one, not onto ii. One-one, onto 10. i. One-one into ii. Many-one into 11. i. 4x − 3 ii. 2x + 1

iii. 3 12

−−

xx

12. (gof)(x) = 2 ,

2+−

xx

(fog)(x) = 12( 1)

+−

xx

15. (gof) = {(1, 9), (2, 16), (3, 25), (4, 36), (5, 49)} 16. f −1(x) = 7

4−x , f −1(19) = 3, f −1 (−5) = −3

Based on Miscellaneous Exercise − 1  1. i. {x / x = n2, n ∈ N, n ≤ 6} ii. {x / x = 2n, n ∈ Z, −3 ≤ n ≤ 3} 2. i. {−2, 0, 2, 3, 4, 6, 8, 9} ii. {2} iii. {3, 9} iv. {2} 3. 5 4. 31 5. A × B = {(1,3), (1,5), (3, 3), (3, 5), (4, 3), (4, 5)} B × B = {(3, 3), (3, 5), (5, 3), (5, 5)} B × A = {(3,1), (3,3), (3, 4), (5, 1), (5, 3), (5, 4)} (A × B) ∩ (B × A) = {(3, 3)} 6. i. R1 is a relation. ii. R2 is not a relation. 7. Domain = {−1, 0, 1} Range = {0, 1, 2} 8. i. It is a function. Domain = {1, 2, 3, 4} Range = {1, 8, 27, 64} ii. Not a function. 9. one-one 10. i. Onto ii. Not onto 11. 1f ( )− x = 6(x − 5) 12. f(−2) = 1, f(1) = 10, f(2) does not exist. 13. −1, 1 14. 2x3 + 6x2 + 3x + 10 15. a = 5, f(3) = 11

16. a = 1, b = 6 17. gof = {(1, 9), (2, 11), (3, 13), (4, 15)} gof (x) = 2x + 7 18. fog(x) = 16x, gof(x) = 4x 21. f ≠ g

Answers to Multiple Choice Questions 1. (D) 2. (B) 3. (C) 4. (B)

5. (A) 6. (C) 7. (C) 8. (C)

9. (A) 10. (B) 11. (D) 12. (B)

13. (B) 14. (D) 15. (A) 16. (B)

17. (C) 18. (D) 19. (C) 20. (D)

21. (D) 22. (C) 23. (B) 24. (A)

25. (B) 26. (B) 27. (C) 28. (D)

29. (C) 30. (D) 31. (D) 32. (B)

33. (C) 34. (B) 35. (D) 36. (C)

37. (D) 38. (B) 39. (C)