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Advances in Intelligent andSoft Computing 75Editor-in-Chief: J. Kacprzyk

Advances in Intelligent and Soft Computing

Editor-in-Chief

Prof. Janusz KacprzykSystems Research InstitutePolish Academy of Sciencesul. Newelska 601-447 WarsawPolandE-mail: [email protected]

Further volumes of this series can be found on our homepage: springer.com

Vol. 60. Z.S. Hippe,J.L. Kulikowski (Eds.)Human-Computer SystemsInteraction, 2009ISBN 978-3-642-03201-1

Vol. 61. W. Yu, E.N. Sanchez (Eds.)Advances in ComputationalIntelligence, 2009ISBN 978-3-642-03155-7

Vol. 62. B. Cao,T.-F. Li, C.-Y. Zhang (Eds.)Fuzzy Information andEngineering Volume 2, 2009ISBN 978-3-642-03663-7

Vol. 63. Á. Herrero, P. Gastaldo,R. Zunino, E. Corchado (Eds.)Computational Intelligence in Security forInformation Systems, 2009ISBN 978-3-642-04090-0

Vol. 64. E. Tkacz, A. Kapczynski (Eds.)Internet – Technical Development andApplications, 2009ISBN 978-3-642-05018-3

Vol. 65. E. Kącki, M. Rudnicki,J. Stempczyńska (Eds.)Computers in Medical Activity, 2009ISBN 978-3-642-04461-8

Vol. 66. G.Q. Huang,K.L. Mak, P.G. Maropoulos (Eds.)Proceedings of the 6th CIRP-SponsoredInternational Conference on DigitalEnterprise Technology, 2009ISBN 978-3-642-10429-9

Vol. 67. V. Snášel, P.S. Szczepaniak,A. Abraham, J. Kacprzyk (Eds.)Advances in Intelligent WebMastering - 2, 2010ISBN 978-3-642-10686-6

Vol. 68. V.-N. Huynh, Y. Nakamori,J. Lawry, M. Inuiguchi (Eds.)Integrated Uncertainty Management andApplications, 2010ISBN 978-3-642-11959-0

Vol. 69. E. Piętka and J. Kawa (Eds.)Information Technologies inBiomedicine, 2010ISBN 978-3-642-13104-2

Vol. 70. Y. Demazeau, F. Dignum,J.M. Corchado, J. Bajo Pérez (Eds.)Advances in Practical Applications of Agentsand Multiagent Systems, 2010ISBN 978-3-642-12383-2

Vol. 71 Y. Demazeau, F. Dignum,J.M. Corchado, J. Bajo, R. Corchuelo,E. Corchado, F. Fernández-Riverola,V.J. Julián, P. Pawlewski, A. Campbell (Eds.)Trends in Practical Applications of Agentsand Multiagent Systems, 2010ISBN 978-3-642-12432-7

Vol. 72. J.C. Augusto, J.M. Corchado,P. Novais, C. Analide (Eds.)Ambient Intelligence and FutureTrends, 2010ISBN 978-3-642-13267-4

Vol. 73. J.M. Corchado, P. Novais,C. Analide, J. Sedano (Eds.)Soft Computing Models in Industrial andEnvironmental Applications, 5th InternationalWorkshop (SOCO 2010), 2010ISBN 978-3-642-13160-8

Vol. 74. M.P. Rocha, F.F. Riverola, H. Shatkay,J.M. Corchado (Eds.)Advances in BioinformaticsISBN 978-3-642-13213-1

Vol. 75. X.Z. Gao, A. Gaspar-Cunha,M. Köppen, G. Schaefer, and J. Wang (Eds.)Soft Computing in Industrial ApplicationsISBN 978-3-642-11281-2

Xiao-Zhi Gao, António Gaspar-Cunha,Mario Köppen, Gerald Schaefer,and Jun Wang (Eds.)

Soft Computing inIndustrial Applications

Algorithms, Integration, and Success Stories

ABC

Editors

Dr. Xiao-Zhi GaoDepartment of Electrical EngineeringHelsinki University of TechnologyOtakaari 5 AFI-02015 TKK Espoo, FinlandE-mail: [email protected]

Dr. António Gaspar-CunhaIPC/I3N - Institute of Polymers andComposites University of MinhoCampus de Azurém4800-058 Guimarães, PortugalE-mail: [email protected]

Dr. Mario KöppenNetwork Design and Research CenterKyushu Institute of Technology680-4, Kawazu, IizukaFukuoka 820-8502, JapanE-mail: [email protected]

Dr. Gerald SchaeferDepartment of Computer ScienceLoughborough University, LoughboroughLE11 3TU, UKE-mail: [email protected]

[email protected]

Dr. Jun WangWilliam M.W. Mong EngineeringBuildingDepartment of Mechanical andAutomation EngineeringFaculty of EngineeringThe Chinese University of Hong KongShatin, New Territories, Hong KongE-mail: [email protected]

ISBN 978-3-642-11281-2 e-ISBN 978-3-642-11282-9

DOI 10.1007/978-3-642-11282-9

Advances in Intelligent and Soft Computing ISSN 1867-5662

Library of Congress Control Number: 2010929203

c© 2010 Springer-Verlag Berlin Heidelberg

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Preface

WSC 14 Honorary Chair’s Welcome Message

It is my great pleasure to welcome you to participate in the 14th OnlineWorld Conference on Soft Computing in Industrial Applications (WSC14) totake place on the Internet. As a nonconventional conference, WSC14 providesa new type of platform for our participants to share and disseminate our newresearch findings. Although we could not meet or talk face to face at WSC14as at conventional conferences, we could interact at our desktops/laptopsin live sessions or discussion forums via the Internet during the conferenceperiod and beyond. WSC14 serves as a good complement of conventionalconferences (such as WCCI) in the fields covering the whole spectrum of softcomputing and its applications. In a sense, the online conference could bemore efficient in terms of savings of traveling time and costs to get togetherat a venue.

I thank you for your active participation and wish you to enjoy the con-ference with fruitful results.

WSC14 Honorary ChairJun WangThe Chinese University of Hong Kong

VI Preface

WSC 14 Chair’s Welcome Message

Dear Colleague,

On behalf of the Organizing Committee, it is our honor to welcome you tothe WSC14 (14th Online World Conference on Soft Computing in IndustrialApplications).

A tradition started over a decade ago by the World Federation of SoftComputing (http://www.softcomputing.org) is continued to bring togetherresearchers interested in advancing state of the art in the field. Continuoustechnological improvements since then continue to make this online forum aviable gathering format for a world class conference.

The program committee received a total of 62 submissions from morethan 20 countries, covering all the continents. This reflects the worldwidenature of this event. Each paper was peer reviewed by referees, culminatingin the acceptance of 33 papers for publication. Authors of all accepted paperswere notified to prepare and submit their final manuscripts and conferencepresentations.

The organization of the WSC14 conference is completely voluntary. Thereview process required an enormous effort from the members of the Inter-national Program Committee. We would like to thank all the members ofthe International Program Committee for their contribution to the success ofthis conference. We would like to express our sincere thanks to the plenarypresenter David Prokhorov for his excellent contribution on “ComputationalIntelligence in Automotive Applications,” and to the special session orga-nizers Muhammad Sarfraz for organizing “Special Session Soft Computing inComputer Graphics, Imaging, and Vision,” Sudhirkumar Barai for organizing“Special Session Soft Computing in Civil Engineering,” Oscar Castillo andPatricia Melin for organizing “Special Session Soft Computing for IntelligentControl,” and Michele Ottomanelli and Mauro Dell’Orco for organizing “Spe-cial Session Traffic and Transportation Systems.” Also our thanks to the pub-lisher Springer for their hard work and support in organizing the conference.Finally, we would like to thank all the authors for their high quality contribu-tions. Congratulations especially to Roberto Sepulveda, Oscar Montiel-Ross,Oscar Castillo, and Patricia Melin to the WSC14 Best Paper Award contri-bution “Embedding a KM Type Reducer for High Speed Fuzzy ControllerInto an FPGA.” It is all of you who make this event possible!

We hope you will enjoy the conference, and we are looking forward tomeeting you virtually at the WSC14. We encourage you to take an activepart in the WSC14 paper discussions - your feedback is very important toother authors!

Preface VII

General ChairmanMario Köppen Kyushu Institute of Technology, Japan

Programme Co-ChairsAntónio Gaspar-Cunha University of Minho, Guimarães, PortugalXiao-Zhi Gao Helsinki University of Technology, Espoo,

Finland

8th February 2010http://wsc14.science-city.org

VIII Preface

Welcome Note by the World Federation on SoftComputing (WFSC) Chairman

On behalf of the World Federation on Soft Computing (WFSC) I wouldlike to thank you for your contribution to WSC14! The 14th online WorldConference on Soft Computing in Industrial Applications provides a uniqueopportunity for soft computing researchers and practitioners to publish highquality papers and discuss research issues in detail without incurring a hugecost. The conference has established itself as a truly global event on theInternet. The quality of the conference has improved over the years. TheWSC14 conference has covered new trends in soft computing to state ofthe art applications. The conference has also added new features such ascommunity tools, syndication, and multimedia online presentations.

I would also like to take this opportunity to thank the organisers for asuccessful conference. The quality of the papers is high and the conferencewas very selective in accepting the papers. Also many thanks to the authors,reviewers, sponsors and publishers of WSC14! I believe your hard work hasmade the conference a true success.

Chairman of WFCSProfessor Rajkumar RoyWorld Federation on Soft Computing (WFSC)8th February 2010

Preface IX

WSC14 Plenary Presentation

Computational Intelligence in Automotive ApplicationsDavid ProkhorovToyota Research Institute NA, Ann Arbor, Michigan

Abstract. Computational intelligence is traditionally understood as encom-passing artificial neural, fuzzy and evolutionary methods and associated com-putational techniques. Nowadays there is no sharp boundary between CI andother learning methods. Different CI methodologies often get combined witheach other and with non-CI methods to achieve superior results in variousapplications. In this presentation I will discuss CI methodological issues andillustrate them with several applications from the areas of vehicle manufac-turing, vehicle system monitoring and control, as well as active safety. Thesewill be representative of CI applications in the industry and beyond. I willalso discuss some lessons learned about successful and yet-to-be-successfulindustrial applications of CI.

Dr. Danil Prokhorov began his technical career in St. Petersburg, Russia,in 1992. He was a research engineer in St. Petersburg Institute for Informaticsand Automation of the Russian Academy of Sciences. He became involvedin automotive research in 1995 when he was a Summer intern at Ford Sci-entific Research Lab in Dearborn, MI. In 1997 he became a Ford Researchstaff member involved in application-driven research on neural networks andother machine learning methods. While at Ford, he took active part in sev-eral production-bound projects including neural network based engine misfiredetection. Since 2005 he is with Toyota Technical Center, Ann Arbor, MI,overseeing important mid- and long-term research projects in computationalintelligence. He has more than 100 papers in various journals and conferenceproceedings, as well as several inventions, to his credit. His personal homepage is http://home.comcast.net/d̃vp/

WSC 14 Organization

Honorary Chair

Jun Wang The Chinese University of Hong Kong,Hong Kong

General Chair

Mario Köppen Kyushu Institute of Technology, Fukuoka,Japan

Programme Co-Chairs

Xiao-Zhi Gao Helsinki University of Technology, Espoo,Finland

António Gaspar-Cunha University of Minho, Guimarães, Portugal

Special Event Chair

Gerald Schaefer Loughborough University, UK

Publicity Chair

Kaori Yoshida Kyushu Institute of Technology, Japan

Best Paper Award Chair

Youakim Badr INSA-Lyon, France

Web Chair

Rodrigo Verschae Kyushu Institute of Technology, Japan

XII WSC 14 Organization

International Advisory Board

Nik Kasabov Auckland University, New ZealandJanusz Kascprzyk Polish Academy of Sciences, PolandSeppo Ovaska Helsinki University of Technology, FinlandAndreas König University of Kaiserslautern, GermanyAshraf Saad Armstrong Atlantic State University, USAJörn Mehnen Cranfield University, UKBernadetta Kwintiana

Ane Stuttgart University, Germany

International Technical Program Committee (inalphabetic order)

Janos Abonyi University of Pannonia, HungaryAjith Abraham NTNU, NorwayAkira Asano Hiroshima University, JapanErel Avineri University of the West of England, UKSudhirkumar V Barai IIT Kharagpur, IndiaHélio Barbosa LNCC, BrazilValeriu Beiu United Arab Emirates University, UAEZvi Boger OPTIMAL - Industrial Neural Systems Ltd., IsraelOscar Castillo Tijuana Institute of Technology, MexicoSung-Bae Cho Yonsei University, South KoreaLeandro Coelho Pontifical Catholic University of Parana, BrazilCarlos Coello Coello CINVESTAV-IPN, MexicoLino Costa University of Minho, PortugalKeshav Dahal University of Bradford, UKJustin Dauwels Massachusetts Institute of Technology, USAGuy De Tre Ghent University, BelgiumGiuseppe Di Fatta The University of Reading, UKCarlos Fonseca Universidade do Algarve, PortugalMatjaz Gams Jozef Stefan Institute, SloveniaBernard Grabot ENIT, FranceRoderich Groß EPFL, SwitzerlandJerzy Grzymala-Busse University of Kansas, USAIoannis Hatzilygeroudis University of Patras, GreeceFrancisco Herrera University of Granada, SpainFrank Hoffmann TU Dortmund, GermanyHisao Ishibuchi Osaka Prefecture University, JapanAkimoto Kamiya Kushiro National College of Technology, JAPANPetra Kersting TU Dortmund, GermanyFrank Klawonn University of Applied Sciences BS - WF, GermanyAndreas König TU Kaiserslautern/ISE, Germany

WSC 14 Organization XIII

Renato Krohling UFES, BrazilHeitor Lopes UTFPR, BrazilChristophe Marsala Universite Pierre et Marie Curie - Paris 6, FranceJörn Mehnen Cranfield University, UKPatricia Melin Tijuana Institute of Technology, MexicoSanaz Mostaghim University of Karlsruhe, GermanyJae Oh Syracuse University, USAPedro Oliveira University of Minho, PortugalMarcin Paprzycki IBS PAN and WSM, PolandDavid Pelta University of Granada, SpainPetrica Pop North University of Baia Mare, RomaniaRadu-Emil Precup Politehnica University of Timisoara, RomaniaAshraf Saad Armstrong Atlantic State University, USAMuhammad Sarfraz Kuwait University, KuwaitAbhinav Saxena NASA Ames Research Center, USAGiovanni Semeraro Univ. of Bari Aldo Moro, ItalyYos Sunitiyoso University of Southampton, UKRicardo Takahashi Universidade Federal de Minas Gerais, BrazilAshutosh Tiwari Cranfield University, UKHeike Trautmann TU Dortmund, GermanyEiji Uchino Yamaguchi University, JapanOlgierd Unold Wroclaw University of Technology, PolandMarley Vellasco PUC-Rio, BrazilTobias Wagner TU Dortmund, GermanyXiaolei Wang Helsinki University of Technology, Finland

Additional Reviewer

Anna Lisa Gentile

WSC 14 Technical Sponsors

WSC 14 was supported by:

World Federation on Soft Computing (WFSC)International Fuzzy Systems Association (IFSA)MIRLabsFuzzy Logic Systems Institute (FLSI)International Neural Networks Society (INNS)Komunitas Soft Computing IndonesiaTechnical Committee Industrial Applications, IEEE Systems, Man, &

Cybernetics SocietyGerman Chapter IEEE Computational Intelligence SocietyElsevier B.V.

List of Contributors

János AbonyiUniversiy of PannoniaVeszprem, Egyetem str. 10, [email protected]

Luis T. AguilarInstituto Politecnico NacionalAv. Del Parque 1310, Mesa de OtayTijuana, 22510, [email protected]

Malidi AhamadiDepartment of Applied Mathematics,University of LeedsLeeds, LS2 9JTUnited [email protected]

Mohammad Reza AkbarzadehTotonchiFerdowsi UniversityVakil Abad, Mashhad,[email protected]

Hameed AlQueriDepartment of Quantitative Methodsand Information Systems,Kuwait University, Kuwait

Mahdi Aliyari ShoorehdeliK. N. Toosi University of TechnologySeyyed Khandan BridgeTehran, [email protected]

Leonardo AraújoCEFALAFederal University of Minas GeraisBelo Horizonte, MG 31270-901,[email protected]

Jawad Usman ArshedDepartment of Computer Science,CIITCOMSATS, [email protected]

Vahid AsadpourSajad University84 Emamat, [email protected]

Kambiz BadieIran Telecom Research CenterTehran 14155-3961, [email protected]

XVI List of Contributors

Sheela Rani BalasubramaniamSathyabama UniversityJeppiaar Nagar, Rajiv Gandhi RoadChennai-600119, [email protected]

Raj BaldevIndira Gandhi Centre for AtomicResearchKalpakkamChennai-603102, [email protected]

Zoltán BankóDepartment of Process Engineering,University of PannoniaVeszprem, P.O.Box. 158H-8200, Hungary

S.V. BaraiIIT KharagpurKharagpur 721 [email protected]

Bernardo de CarvalhoOptimization DepartmentABG Information SystemsBelo Horizonte, MG 31170-000,[email protected]

Patrick BorgesFederal University of EspíritoSanto - UFESDepartment of Statistics,Av. Fernando Ferrari 514,Campus de GoiabeirasVitória - ES,CEP 29075-910, [email protected]

Leonardo CaggianiTechnical University of BariVia Orabona, 4Bari 70125, [email protected]

Mauro CamposFederal University of EspíritoSanto - UFES Department ofStatisticsAv. Fernando Ferrari 514,Campus de GoiabeirasVitória - ES,CEP 29075-910, [email protected]

Oscar CastilloInstituto Tecnologico de TijuanaCalzada Tecnologico s/n,Fracc. Tomas AquinoTijuana B.C., 22414, [email protected]

Nohe R. Cazarez-CastroUniversidad Autónomade Baja CaliforniaCalzada Universidad 14418,PI Internacional TijuanaTijuana, 22414, [email protected]

José CovasIPC/I3N - Institute of Polymersand Composites, University of MinhoCampus de AzuremGuimarães, 4800-058, [email protected]

Ashraf DarwishComputer Science Department,Helwan [email protected]

João DuarteDepartment of Physics,Instituto Superiorde Engenharia do PortoR.S. ToméPorto, 4200, [email protected]

List of Contributors XVII

António Gaspar-CunhaIPC/I3N - Institute of Polymersand Composites, University of MinhoCampus de AzuremGuimarães, 4800-058, [email protected]

Aboul Ella HassanienInformation Technology Department,Cairo University, [email protected]

Takafumi HiroSchool of Medicine, Nihon University30-1 Oyaguchi Kami-choItabashi-ku 173-8610, Japan

Giuseppe IannucciTechnical University of BariVia Orabona, 4Bari 70125, [email protected]

Shohei IchiyamaGraduate School of Scienceand Engineering,Yamaguchi University1677-1 YoshidaYamaguchi 753-8512, [email protected]

Muhammad IqbalDepartment of Computer Science,CIIT COMSATS, [email protected]

Kuncup IswandyTechnische UniversitätKaiserslautern,Integrierte SensorsystemeErwin-Schrödinger-StrasseKaiserslautern, 67653,Germany

Andreas KönigTechnische UniversitätKaiserslautern,Integrierte SensorsystemeErwin-Schrödinger-StrasseKaiserslautern, 67653,Germany

Iman KamkarIslamic Azad University,Department of Computer ScienceOstad Usofi Ave., GhasemabadMashhad Branch,413-91735, [email protected]

Takanori KogaFuzzy Logic Systems Institute680-41 Kawazu, IizukaFukuoka 820-0067, [email protected]

Andrew KohInstitute for Transport StudiesUniversity of LeedsLeeds, West Yorkshire LS2 9JTUnited [email protected]

Renato KrohlingFederal University of EspíritoSanto - UFES Department ofInformatics,PPGI, CT-VIIAv. Fernando Ferrari 514,Campus de GoiabeirasVitória - ES,CEP 29075-910, [email protected]

Po-Hsien KuoDepartment of TransportationStudies,Texas Southern University3100 Cleburne Avenue,Houston, TX 77004, United [email protected]

XVIII List of Contributors

Ying LiDepartment of TransportationStudies,Texas Southern University3100 Cleburne Avenue,Houston, TX 77004,United [email protected]

Sajjad Ahmad MadaniDepartment of Computer Science,CIITCOMSATS, [email protected]

Ricardo MartinezUniversidad Autónoma de BajaCaliforniaCalzada Universidad 14418,Parque Industrial InternacionalTijuanaTijuana B.C., 22390, [email protected]

Piotr MarusakInstitute of Control andComputation Engineering,Warsaw University of TechnologyNowowiejska 15/19Warsaw, 00665, [email protected]

Masunori MatsuzakiGraduate School of Medicine,Yamaguchi University2-14-1 TokiwadaiUbe 753-8505, Japan

Patricia MelinTijuanaInstitute of TechnologyTijuana, B.C.,[email protected]

Fernando MendesIPC/I3N - Institute of Polymersand Composites,University of MinhoCampus de AzuremGuimarães, 4800-058, [email protected]

Aleksander MendykDepartment of PharmaceuticalTechnology and Biopharmaceutics,Faculty of Pharmacy,Medical College, JagiellonianUniversity Medyczna 9 Street30-688 Krakow, [email protected]

Marija MilanovićUniversity of Belgrade,Faculty of MathematicsStudentski trg 16/IV,Belgrade, 11000, Serbia,[email protected]

Ali MoghimiFerdowsi UniversityVakil Abad, [email protected]

Javad MohebbiIslamic Azad University,Department of Computer Science4th Kilometer ofMashhad-Quchan roadQuchan Branch, [email protected]

Oscar Montiel-RossInstituto Politecnico Nacional,Centro de Investigacion yDesarrollo de Tecnologíaigital (CITEDI-IPN)Av. del Parque No.1310,Mesa de Otay, 22510,Tijuana, B.C., [email protected]

List of Contributors XIX

Tomoharu NakashimaDepartment of Computer Scienceand Intelligent Systems,Osaka Prefecture UniversityOsaka, [email protected]

Manoharan NarayanasamySathyabama UniversityJeppiaar Nagar, Rajiv Gandhi RoadChennai-600119, [email protected]

Mostafa Noruzi NashaljiK. N. Toosi University of TechnologySeyyed Khandan BridgeTehran, [email protected]

Michele OttomanelliTechnical University of BariViale de GasperiTaranto 74100, [email protected]

Kalyasundaram PerumalIndira Gandhi Centrefor Atomic ResearchKalpakkam, Chennai-603102, [email protected]

Sebastian PolakUnit of Pharmacoepidemiology andPharmacoeconomics,Faculty of Pharmacy,Medical College, JagiellonianUniversity Medyczna 9 Street30-688 Krakow, [email protected]

Mahdieh PoostchiIran University of Scienceand Technology,Computer Engineering DepartmentUniversity Road,Hengam Street, Resalat SquareTehran, 16846-13114, [email protected]

Fengxiang QiaoDepartment of TransportationStudies,Texas Southern University3100 Cleburne Avenue,Houston, TX 77004, United [email protected]

Lakshmesha RaoTechnische UniversitätKaiserslautern,Integrierte SensorsystemeErwin-Schrödinger-StrasseKaiserslautern, 67653, Germany

Ramadevi RathinasabapathySathyabama UniversityJeppiaar Nagar, Rajiv Gandhi RoadChennai-600119, [email protected]

Antonio RodriguezUniversidad Autónoma de BajaCaliforniaCalzada Universidad 14418,Parque Industrial InternacionalTijuanaTijuana B.C., 22390, [email protected]

Mehdi SadeghzadehIslamic Azad University,Science and Research branchTehran 19585-466, [email protected]

Muhammad SarfrazDepartment of Information Science,Kuwait UniversityAdailiyah Campus, P.O. Box 5969Safat 13060, [email protected]

Domenico SassanelliTechnical University of BariVia Orabona, 4Bari 70125, [email protected]

XX List of Contributors

Gerald SchaeferDepartment of Computer Science,Loughborough UniversityLoughboroughLE11 3TU, [email protected]

Roberto SepulvedaInstituto Politecnico Nacional,Centro de Investigaciony Desarrollo de TecnologíaDigital (CITEDI-IPN)Av. del Parque No. 1310,Mesa de Otay,22510, Tijuana, B.C., [email protected]

D. SrikanthIIT KharagpurKharagpur 721 [email protected]

Thomas StützleIRIDIA, CoDE,Universite Librede Bruxelles, Brussels,[email protected]

Noriaki SuetakeGraduate School of ScienceEngineering,Yamaguchi University1677-1 YoshidaYamaguchi 753-8512, [email protected]

Roger TaitBrain Mapping Unit,University of Cambridge,CambridgeCB2 0SZ, [email protected]

Cristina TeixeiraIPC/I3N - Institute of Polymersand Composites,University of MinhoCampus de AzuremGuimarães, 4800-058, [email protected]

Mohammad TeshnehlabK.N.Toosi University of TechnologyTehran 16315-1355, [email protected]

Mohammad TeshnehlabK.N.Toosi University of TechnologyTehran 16315-1355, [email protected]

Ashutosh TiwariCranfield UniversityCranfield, Bedfordshire MK43 0ALUnited [email protected]

Chris TurnerCranfield UniversityCranfield, Bedfordshire MK43 0ALUnited [email protected]

Eiji UchinoGraduate School of Scienceand Engineering,Yamaguchi University1677-1 YoshidaYamaguchi 753-8512, [email protected]

Prakash VasudevanIndira Gandhi Centrefor Atomic ResearchKalpakkamChennai-603102, [email protected]

List of Contributors XXI

Maryam VatankhahIslamic AzadUniversity of MashhadOstad Yosefi,Ghasem Abad, Mashhad,[email protected]

Kostas VergidisCranfield UniversityCranfield, BedfordshireMK43 0ALUnited Kingdom

Armando VieiraDepartment of Physics,Instituto Superiorde Engenharia do PortoR. S. ToméPorto, 4200, [email protected]

Barbara WiísniowskaUnit of Pharmacoepidemiologyand Pharmacoeconomics,Faculty of Pharmacy,Medical College,Jagiellonian UniversityMedyczna 9 Street30-688 Krakow, [email protected]

Zhengping WuUniversity of Bridgeport221 University AvenueBridgeport, CT, 06604, [email protected]

Hao WuUniversity of Bridgeport221 University AvenueBridgeport,CT,06604, [email protected]

Lei YuDepartment of TransportationStudies,Texas Southern University3100 Cleburne Avenue,Houston, TX 77004, United [email protected]

Qing ZhuDepartment of TransportationStudies,Texas Southern University3100 Cleburne Avenue,Houston, TX 77004, United [email protected]

Jan ZidekBrno University of Technology,Institute of Materials SciencePurkynova 118Brno, 612 00, Czech [email protected]

Contents

Part I: Soft Computing for Modeling, Control, and Optimization

Optimization of Co-rotating Twin-Screw Extruders UsingPareto Local Search . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3Cristina Teixeira, José Covas, Thomas Stützle,António Gaspar-Cunha

Efficient Predictive Control Algorithm Based on FuzzyHammerstein Models: A Case Study . . . . . . . . . . . . . . . . . . . . . . . . . 11Piotr Marek Marusak

Selection of Points Inside Cutoff Radius by Scanning AllPoints Sorted in Memory . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 21Jan Zidek

Supervised Fuzzy Clustering Based Initialization of FuzzyPartitions for Decision Tree Induction . . . . . . . . . . . . . . . . . . . . . . . 31János Abonyi

Fault Detection of the Tennessee Eastman Process UsingImproved PCA and Neural Classifier . . . . . . . . . . . . . . . . . . . . . . . . 41Mostafa Noruzi Nashalji, Mahdi Aliyari Shoorehdeli,Mohammad Teshnehlab

XXIV Contents

Part II: New Evolutionary Methodologies

Bare Bones Particle Swarm Applied to ParameterEstimation of Mixed Weibull Distribution . . . . . . . . . . . . . . . . . . . 53Renato A. Krohling, Mauro Campos, Patrick Borges

Structural Optimization Using Harmony SearchAlgorithm . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 61D. Srikanth, S.V. Barai

Nash Dominance with Applications to EquilibriumProblems with Equilibrium Constraints . . . . . . . . . . . . . . . . . . . . . . 71Andrew Koh

A New Evolutionary Based Approach for Solving theUncapacitated Multiple Allocation p-Hub MedianProblem . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 81Marija Milanović

Part III: Soft Computing for Bioinformatics, KnowledgeManagement, and Data Mining

Prediction of the hERG Potassium Channel InhibitionPotential with Use of the Artificial Neural Networks . . . . . . . . 91Sebastian Polak, Barbara Wísniowska, Malidi Ahamadi,Aleksander Mendyk

Michigan Style Fuzzy Classification for Gene ExpressionAnalysis . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 101Gerald Schaefer, Tomoharu Nakashima

Feature Selection for Bankruptcy Prediction:A Multi-Objective Optimization Approach . . . . . . . . . . . . . . . . . . 109Fernando Mendes, João Duarte, Armando Vieira,António Gaspar-Cunha

Dynamic Time Warping of Segmented Time Series . . . . . . . . . . 117Zoltán Bankó, János Abonyi

Feature Selection Using Combine of Genetic Algorithmand Ant Colony Optimization . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 127Mehdi Sadeghzadeh, Mohammad Teshnehlab, Kambiz Badie

Contents XXV

Part IV: Soft Computing for Image and Signal Processing, andPattern Recognition

Fully Automatic Boundary Extraction of Coronary Plaquein IVUS Image by Anisotropic Diffusion and T-S TypeFuzzy Inference . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 139Takanori Koga, Shohei Ichiyama, Eiji Uchino, Noriaki Suetake,Takafumi Hiro, Masunori Matsuzaki

Cost Effective 3D Localization for Low-Power WSN Basedon Modified Sammon’s Stress Function with IncompleteDistance Information . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 149Lakshmesha Rao, Kuncup Iswandy, Andreas König

Classification of Pressure Drop Devices of Proto Type FastBreeder Reactor through Seven Layered Feed ForwardNeural Network . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 157Ramadevi Rathinasabapathy, Sheela Rani Balasubramaniam,Manoharan Narayanasamy, Prakash Vasudevan,Kalyasundaram Perumal, Baldev Raj

Music Visualization by Means of Comb Filter andRelaxation Time According to Human Perception . . . . . . . . . . . 165Mahdieh Poostchi, Iman Kamkar, Javad Mohebbi

GA/SVM for Diagnosis Sleep Stages Using Non-linear andSpectral Features . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 175Maryam Vatankhah, Mohammad Reza Akbarzadeh Totonchi,Ali Moghimi, Vahid Asadpour

Part V: Special Session Soft Computing in Computer Graphics,Imaging, and Vision

Prostate Boundary Detection in Ultrasound Images Basedon Type-II Fuzzy Sets and Modified Fuzzy C-Means . . . . . . . . . 187Aboul Ella Hassanien, Gerald Schaefer, Hameed AlQaheri

Distributed Multimedia Computing Using IntelligentAgents . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 197Gerald Schaefer, Roger Tait

Object Recognition Using Simulated Evolution on FourierDescriptors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 205Muhammad Sarfraz, Jawad Usman Arshed, Sajjad Ahmad Madani,Muhammad Iqbal

XXVI Contents

Part VI: Special Session Soft Computing for Intelligent Control

Embedding a KM Type Reducer for High Speed FuzzyController into an FPGA . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 217Roberto Sepúlveda, Oscar Montiel-Ross, Oscar Castillo,Patricia Melin

An Application of Fuzzy Lyapunov Synthesis in the Designof Type-2 Fuzzy Logic Controllers . . . . . . . . . . . . . . . . . . . . . . . . . . . 229Nohe R. Cazarez-Castro, Luis T. Aguilar, Oscar Castillo

Access Control and Resource Allocation for Peer-to-PeerVideo Streaming Based on Fuzzy Logic . . . . . . . . . . . . . . . . . . . . . . 237Zhengping Wu, Hao Wu

Bio-inspired Optimization Methods of Fuzzy LogicControllers Applied to Linear Plants . . . . . . . . . . . . . . . . . . . . . . . . . 245Ricardo Martinez, Oscar Castillo, Luis T. Aguilar,Antonio Rodriguez

Part VII: Special Session Traffic and Transportation Systems

An Adaptive Neuro-Fuzzy Inference System for Simulationof Pedestrians Behaviour at Unsignalized RoadwayCrossings . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 255Michele Ottomanelli, Leonardo Caggiani, Giuseppe Iannucci,Domenico Sassanelli

A Cellular Genetic Algorithm for Solving the VehicleRouting Problem with Time Windows . . . . . . . . . . . . . . . . . . . . . . . 263Iman Kamkar, Mahdieh Poostchi,Mohammad Reza Akbarzadeh Totonchi

Fuzzy C-Means Based Stop Line and Crosswalk Placementat Right Turn Vehicle Exclusive Lane . . . . . . . . . . . . . . . . . . . . . . . . 271Fengxiang Qiao, Qing Zhu, Po-Hsien Kuo, Ying Li, Lei Yu

Part VIII: Surveys and Tutorials

New Trends of Soft Computing Methods for Industrial andBiological Processes . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 283Bernardo Penna Resende de Carvalho, Leonardo Carneiro de Araújo

Contents XXVII

Evolutionary Multi-objective Optimisation of BusinessProcesses . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 293Ashutosh Tiwari, Kostas Vergidis, Chris Turner

Computational Intelligence in Speech and AudioProcessing: Recent Advances . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 303Aboul Ella Hassanien, Gerald Schaefer, Ashraf Darwish

Author Index . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 313

Subject Index . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 315

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