LECTURES NOTES IN COMPUTATIONAL
INTELLIGENCE
Proceedings of the
8th WSEAS International Conference on NEURAL NETWORKS
(NN '07)
8th WSEAS International Conference on FUZZY SYSTEMS
(FS '07)
8th WSEAS International Conference on EVOLUTIONARY COMPUTING
(EC '07)
Vancouver, Canada, June 18-20, 2007
ISSN: 1790-5109 ISBN: 978-960-8457-81-2
Copyright © WSEAS 2007, http://www.wseas.org
LECTURES NOTES IN COMPUTATIONAL
INTELLIGENCE
Proceedings of the
8th WSEAS International Conference on NEURAL NETWORKS (NN '07)
8th WSEAS International Conference on FUZZY SYSTEMS (FS '07)
8th WSEAS International Conference on EVOLUTIONARY COMPUTING (EC '07)
Vancouver, Canada, June 18-20, 2007
Published by World Scientific and Engineering Academy and Society Press http://www.wseas.org
Copyright © 2007, by WSEAS Press
All the copyright of the present book belongs to the World Scientific and Engineering Academy and Society Press. All rights reserved. No part of this publication may be reproduced, stored in a retrieval system, or transmitted in any form or by any means, electronic, mechanical, photocopying, recording, or otherwise, without the prior written permission of the Editor of World Scientific and Engineering Academy and Society Press.
All papers of the present volume were peer reviewed by two independent reviewers.
Acceptance was granted when both reviewers' recommendations were positive.
See also: http://www.worldses.org/review/index.html
ISSN: 1790-5109
ISBN: 978-960-8457-81-2
World Scientific and Engineering Academy and Society
EDITORS:
Akshai Aggarwal (Canada) Ronald Yager (USA) I. W. Sandberg (USA)
HONORARY EDITORS:
Lofti Zadeh (USA)
A. A. Goldenberg (Canada)
SCIENTIFIC COMMITTEE:
Martin Pelikan, USA Earl Swartzlander, USA Bijoy K. Ghosh, USA Anders Lindquist, SWEDEN
Narasimhan Sundararajan, SINGAPORE Graham C. Goodwin, AUSTRALIA Angel Rodriguez-Vasquez, SPAIN Erol Gelenbe, USA
I. Rudas, HUNGARY Leon O. Chua, USA
M. Novak, CZECH REPUBLIC F.L. Lewis, USA
Harry Wechsler, USA
Dengsheng Zhang, AUSTRALIA Howard C. Card, CANADA Lei Xu, P.R. CHINA V. Mladenov, BULGARIA Marco Gori, ITALY
Narasimhan Sundararajan, SINGAPORE Sankar K. Pal, INDIA
A. Slavova, BULGARIA Tamas Roska, USA Corina Botoca, ROMANIA Fawzi Al-Naima, IRAQ Javier Ramirez, SPAIN
Songyot Sureerattanan, THAILAND Jose Carlos Quadrado, PORTUGAL
Sudhir Sawarkar, INDIA
Muhammad Ibrahimy, MALAYSIA Marijana Zekic-Susac, CROATIA Ataollah Ebrahimzadeh, IRAN Cornel Barna, ROMANIA Mohammed Tarbouchi, CANADA Devinder Kaur, USA
Helene Tap-Beteille, FRANCE Anne W.M. Ng, AUSTRALIA Vincenzo Niola, ITALY Virgil Tiponut, ROMANIA Jose Villar, SPAIN
Damir Vucina, CROATIA
Constantinos Neocleous, CYPRUS Miloslava Kasparova, CZECH REPUBLIC Smriti Srivastava, INDIA
James Gomes, INDIA Che-Chern Lin, TAIWAN
Muhammad Ibrahimy, MALAYSIA Ataollah Ebrahimzadeh, IRAN Nalini Ng, INDIA
Ali Assi, UNITED ARAB EMIRATES Haiyi Zhang, CANADA
Buthainah Al-Kazemi, KUWAIT Dalibor Biolek, CZECH REPUBLIC Panos Pardalos, USA
Satnam Dlay, UNITED KINGDOM
8th WSEAS International Conference on NEURAL NETWORKS (NN ‘07)
TABLE OF CONTENTS
Pruning RBF Networks with QLP Decomposition 1
Edwirde Luiz Silva, Paulo Lisboa, Andres Gonzalez Carmona
Regression with Radial Basis Function Artificial Neural Networks using QLP Decomposition to Prune Hidden Nodes with Different Functional Form
7 Edwirde Luiz Silva, Paulo J.G. Lisboa, Andres Gonzalez Carmona
Neural Network Structures with Constant Weights to Implement Dis-Jointly Removed Non-Convex (DJRNC) Decision Regions: Part A - Properties, Model and Simple Case
13 Che-Chern Lin
Neural Network Structures with Constant Weights to Implement Dis-Jointly Removed Non-Convex (DJRNC) Decision Regions: Part B - Nested and Disconnected Cases
19 Che-Chern Lin
Melancholia Diagnosis Based on CMAC Neural Network Approach 25
Chin-Pao Hung, Shi-Liang Yang
A Neural Network Structure with Constant Weights to Implement Convex Recursive Deletion Regions 31 Che-Chern Lin
Batu Aceh Typology Identification 37
Azlinah Mohamed, Sofianita Mutalib, Noor Habibah Arshad
A New Superframe Scheme to Reduce Delay in IEEE 802.15.4 43
Jangkyu Yun, Byeongjik Lee, Eunhwa Kim, Namkoo Ha, Hyunsook Kim, Yoonjae Choi, Kijun Han
An Energy-Efficient Data Dissemination using Cross Topology in Wireless Sensor Network 48 Hoseung Lee, Eunhwa Kim, Keuchul Cho, Namkoo Ha, Yoonjae Choi, Jaeho Jung, Kijun Han
Cost Estimation of Plastic Injection Products through Back-Propagation Network 54 H.S. Wang, Z.H. Che, Y.N. Wang
Dynamic Memory Allocation for CMAC using Binary Search Trees 61
Peter Scarfe, Euan Lindsay
Test Pattern Dependent Neural Network Systems for Guided Waves Damage Identification in Beams 67 C.K. Liew, M. Veidt
Data Analysis Techniques for Neural Networks-based Virtual Sensors 76
Thomas Lopez-Molina, Anna Perez-Mendez, Francklin Rivas-Echeverria
Electromagnetic Field Identification using Artificial Neural Networks 84 T.I. Maris, L. Ekonomou, G.P. Fotis, A. Nakulas, E. Zoulias
Classification Process Analysis of Bioinformatics Data with a Support Vector Fuzzy Inference System 90 Stergios Papadimitrioy, Konstantinos Terzidis
8th WSEAS International Conference on FUZZY SYSTEMS (FS ‘07)
TABLE OF CONTENTS
Concept Structure Analysis Method based on Integration of FLMP and ISM with Application in Equality Axiom Concepts
99 Yuan-Horng Lin, Wen-Liang Hung, Sen-Chi Yu
The Feasibility Study of Applying Fuzzy Structural Modeling on Knowledge Structure Analysis 105 Yuan-Horng Lin, He-Kai Chen
Comparisons of Possibility- and Probability-based Classification: An Example of Depression Severity Clustering
111 Sen-Chi Yu, Yuan-Horng Lin
Neuro-Fuzzy Approach to Calibrate Function Points 116
Wei Xia, Luiz Fernando Capretz, Danny Ho
Website Structures Ranking: Applying Extended ELECTRE III Method Based on Fuzzy Notions 120 Hamed Qahri Saremi, Gholam Ali Montazer
An Evaluation Model for Determining Insurance Policy using AHP and Fuzzy Logic: Case Studies of Life and Annuity Insurances
126 Chin-Sheng Huang, Yu-Ju Lin, Che-Chern Lin
An Improved Algorithm for Online Identification of Evolving TS Fuzzy Models 132 Esmaeel Banysaeed, Mohammadreza Rafiei, Mohammad Haddad
Non-Linear System State Analysis via Takagi-Sugeno Fuzzy Modelling 139
Miroslav Pokorny, Pavel Fojtik
Fuzzy Approach to Ecological Data Analysis 144
Arkadiusz Salski
Newsvendor Pricing with Fuzzy Demand 150
H. Ziya Ulukan, Duygu Ekici
Intelligent Water Dispersal Controller using Mamdani Approach 154
Shuzlina Abdul Rahman, Izham Fariz Ahmad Jinan, Ku Shairah Jazahanim, Azlinah Mohamed
Reducing Flare Emissions from Chemical Plants and Refineries through the Application of Fuzzy Control System
160 A. Alizadeh-Attar, H.R. Ghoohestani, I. Nasr Isfahani
A New Fuzzy Logic Controller and its Performance 166
Shanshan Zhang, Guanrong Chen
Transitivity and Topological Entropy on Fuzzy Dynamical Systems through Fuzzy Observation 170 M.H. Anvari
Relational Fuzzy Approach for Mining User Profiles 175
G. Castellano, A.M. Fanelli, M.A. Torsello
An Intelligent System Integrated with Fuzzy Ontology for Product Recommendation and Retrieval 180 James N.K. Liu
Ranking of Website Structures using Fuzzy TOPSIS Method with Type-2 Fuzzy Numbers 186 H. Qahri Saremi, Gh.A. Montazer, F. Haghighi Rad
RTFDF Description for ARMA Systems 192
J.C. Garcia Infante, J.J. Medel Juarez, P. Guevara Lopez
A Fuzzy Mixed-Integer Goal Programming Model for a Parallel Machine Scheduling Problem 196 R. Tavakkoli-Moghaddam, A.H. Gharehgozli, M. Rabbani, N. Zaerpour
Acceptance/Rejection of Incoming Orders by a Fuzzy Analytical Hierarchy Process in Make-to-Order Environments
202 A.H. Gharehgozli, R. Tavakkoli-Moghaddam, M. Rabbani, N. Zaerpour
Application of Fuzzy Lead Time to a Material Requirement Planning System 208 R. Tavakoli-Moghaddam, M. Bagherpour, A.A Noora, F. Sassani
Fuzzy Quality Systems 214
Edson Pacheco Paladini
Design and Synthesis of Temperature Controller using Fuzzy for Industrial Application 220 Md. Shabiul Islam, Mukter Zaman, M.S. Bhuyan, Masuri Othman
8th WSEAS International Conference on EVOLUTIONARY COMPUTING (EC ‘07)
TABLE OF CONTENTS
Application of Luus-Jaakola Optimization Method to the Design of Optical Coatings 229 S.M. Al-Marzoug, R.J.W. Hodgson
Optimal Solution to Matrix Parenthesization Problem Employing Parallel Processing Approach 235 Muhammad Hafeez, Muhammad Younus, Abdur Rehman, Athar Mohsin
Nondominated Archiving Genetic Algorithm for Multi-objective Optimization of Time-Cost Trade-off 241 Ahmad Kasaeian, Omid Reza Shoghli, Abbas Afshar
A Detecting Peak's Number Technique for Multimodal Function Optimization 247 Qiang Hua, Bin Wu
Multi-Criteria Scheduling Optimization with Genetic Algorithms 252
Igor Bernik, Mojca Bernik
Algorithm of Active Rules Elimination for Application of Evolution Rules 258 Jorge A. Tejedor, Fernando Arroyo, Luis Fernandez, Abraham Gutierrez
Retrieving the Most Probable Solution in a Temporal Interval Algebra Network 267 Haiyi Zhang, Xinyu Xing, Andre Trudel
Modified Branch and Bound Algorithm 273
Azlinah Mohamed, Marina Yusoff, Sofianita Mutalib, Shuzlina Abdul Rahman
Developing a Supply-Quantity Allocation Model for Production Planning with Common Parts 279 Z.H. Che, Y.N. Wang, J.W. Chen
A Polling Scheme of TXOP using Knapsack Algorithm in Wireless LAN 284
Jinhyo Park, Keuchul Cho, Minho Choi, Byeongjik Lee, Byunghwa Lee, Kihyun Kim, Kijun Han
An Energy-Efficient MAC Protocol in Track-Based Wireless Sensor Networks 289 Icksoo Lee, Jinsuk Pak, Sooyeol Yang, Hoseung Lee, Keuchul Cho, Hyunsook Kim, Kijun Han
A Novel Cluster-header Selection Method in Wireless Sensor Networks 293 Sungwon Chung, Byunghwa Lee, Jilong Li, Icksoo Lee, Jinsuk Pak, Namkoo Ha, Kijun Han
Dynamic and Adjustable Particle Swarm Optimization 299
Chen-Yi Liao, Wei-Ping Lee, Xianghan Chen, Cheng-Wen Chiang
Adaptive Constriction Factor for Location-related Particle Swarm 305
Xiang-Han Chen, Wei-Ping Lee, Chen-Yi Liao, Jang-Ting Dai
Data Processing for Effective Modeling of Circuit Behavior 312
Azam Beg, P.W.C. Prasad
Extended Spiking Neural P Systems with Excitatory and Inhibitory Astrocytes 318 Aneta Binder, Rudolf Freund, Marion Oswald, Lorenz Vock
Master-Slave Distributed Architecture for Membrane Systems Implementation 324 Gines Bravo, Luis Fernandez, Fernando Arroyo, Jorge Tejedor
Master-Slave Distributed Architecture for Membrane Systems Implementation 324 Gines Bravo, Luis Fernandez, Fernando Arroyo, Jorge Tejedor
Plastic Surgery and Genetic Re-Engineering in Evolutionary Design 331
M.A. Rosenman, N. Preema
Authors Index
Abdul Rahman, S. 154, 273 Haghighi Rad, F. 186 Othman, M. 220
Afshar, A. 241 Han, K. 43, 285, 290 Pak, Jins. 290, 294
Ahmad Jinan, I. F. 154 294, 48 Paladini, E. P. 214
Alizadeh-Attar, A. 160 Ho, D. 116 Papadimitriou, S. 90
Almarzoug, S. 229 Hodgson, R. 229 Park, Jinh. 285
Anvari, M. H. 170 Hua, Q. 247 Perez-Mendez, A. 76
Arroyo, F. 325, 258 Huang, C.-S. 126 Pokorny, M. 139
Bagherpour, M. 208 Hung, C.-P. 25 Prasad, P. W. C. 313
Banysaeed, E. 132 Hung, W.-L. 99 Preema, N. 331
Beg, A. 313 Isfahani, I. N. 160 Qahri Saremi, H. Q. 186, 120
Bernik, I. 252 Islam, M. S. 220 Rabbani, M. 196, 202
Bernik, M. 252 Jazahanim, K. 154 Rafiei, M. 132
Bhuyan, M. S. 220 Jung, J. 48 Rehman, A. 235
Binder, A. 319 Kasaeian, A. 241 Rivas-Echeverria, F. 76
Bravo, G. 325 Kim, E. 43, 48 Rosenman, M. 331
Capretz, L. F. 116 Kim, H. 43, 290 Salski, A. 144
Castellano, G. 175 Kim, K. 285 Sassani, F. 208
Che, Z. H. 54, 279 Lee, Byeongj. 43, 285 Scarfe, P. 61
Chen, G. 166 Lee, Byungh. 285, 294 Shoghli, O. 241
Chen, H.-K. 105 Lee, H. 290, 48 Tavakkoli-Moghaddam, R. 196, 202, 208
Chen, J. W. 279 Lee, I. 290, 294 Tejedor, J. A. 325, 258,
Chen, X. 300, 306 Lee, W.-P. 300, 306 Terzidis, K. 90
Chiang, C.-W. 300 Li, J. 294 Tian, H. 247
Cho, K. 285, 290, 48 Liao, C.-Y. 300, 306 Torsello, M. A. 175
Choi, M. 285 Liew, C. K. 67 Trudel, A. 267
Choi, Y. 43, 48 Lin, C.-C. 13, 19 Ulukan, H. Z. 150
Chung, S. 294 126, 31 Veidt, M. 67
Dai, J.-T. 306 Lin, Y.-H. 111, 99, 105 Vock, L. 319
Ekici, D. 150 Lin, Y.-J. 126 Wang, H. S. 54
Ekonomou, L. 84 Lindsay, E. 61 Wang, Y. N. 54, 279
Fanelli, A. M. 175 Lisboa, P. 1, 7 Wu, B. 247
Fernandez, L. 325, 258 Liu, J. N. K. 180 Xia, W. 116
Fojtik, P. 139 Lopez, P. G. 192 Xing, X. 267
Fotis, G. P. 84 Lopez-Molina, T. 76 Yang, S. 290
Freund, R. 319 Luiz Silva, E. 1, 7 Yang, S.-L. 25
Garcia Infante, J. C. 192 Maris, T. I. 84 Younus, M. 235
Gharehgozli, A. H. 196, 202 Medel Juarez, J. J. 192 Yu, S.-C. 111, 99
Ghoohestani, H. R. 160 Mohamed, A. 37, 154, 273 Yun, J. 43
Gonzalez Carmona, A. 1, 7 Mohsin, A. 235 Yusoff, M. 273
Gutierrez, A. 258 Montazer, G. A. 186, 120 Zaerpour, N. 196, 202
Ha, N. 43, 294, 48 Mutalib, S. 37, 273 Zaman, M. 220
Habibah Arshad, N. 37 Nakulas, A. 84 Zhang, H. 267
Haddad, M. 132 Noora, A. A. 208 Zhang, S. 166
Hafeez, M. 235 Oswald, M. 319 Zoulias, E. 84
