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Author Mohammadian, Masoud.
Title Computational intelligence in control / Masoud Mohammadian, Ruhul Amin Sarker and Xin Yao.
Imprint Hershey, PA : Idea Group Pub., 2003.

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Author Mohammadian, Masoud.
Subject Neural networks (Computer science)
Automatic control.
Computational intelligence.
Alt Name Amin, Ruhul A.
Yao, Xin, 1962-
Description 1 online resource (viii, 336 pages)
Contents Section I Neural Networks Design, Control and Robotics Application -- Section II Hybrid Evolutionary Systems for Modelling, Control and Robotics Applications -- Section III Fuzzy Logic and Bayesian Systems -- Section IV Machine Learning, Evolutionary Optimisation and Information Retrieval.
Note Print version record.
Bibliography Note Includes bibliographical references and index.
Access Use copy Restrictions unspecified star
Reproduction Electronic reproduction. [S.l.] : HathiTrust Digital Library, 2010.
System Details Master and use copy. Digital master created according to Benchmark for Faithful Digital Reproductions of Monographs and Serials, Version 1. Digital Library Federation, December 2002. http://purl.oclc.org/DLF/benchrepro0212
Note digitized 2010 HathiTrust Digital Library committed to preserve pda
ISBN 1591400791 (electronic bk.)
9781591400790 (electronic bk.)
1591400376 (hardcover)
9781591400370 (hardcover)
6610310173
9786610310173
OCLC # 50905833
Additional Format Print version: Mohammadian, Masoud. Computational intelligence in control. Hershey, PA : Idea Group Pub., 2003 1591400376 (DLC) 2002014188 (OCoLC)50560648
Table of Contents
 Preface 
Sect. INeural Networks Design, Control and Robotics Application 
Ch. IDesigning Neural Network Ensembles by Minimising Mutual Information / Yong Liu, Xin Yao, Tetsuya Higuchi1
Ch. IIA Perturbation Size-Independent Analysis of Robustness in Neural Networks by Randomized Algorithms / C. Alippi22
Ch. IIIHelicopter Motion Control Using a General Regression Neural Network / T. G. B. Amaral, M. M. Crisostomo, V. Fernao Pires41
Ch. IVA Biologically Inspired Neural Network Approach to Real-Time Map Building and Path Planning / Simon X. Yang69
Sect. IIHybrid Evolutionary Systems for Modelling, Control and Robotics Applications 
Ch. VEvolutionary Learning of Fuzzy Controlin Robot-Soccer / P. J. Thomas, R. J. Stonier88
Ch. VIEvolutionary Learning of a Box-Pushing Controller / Pieter Spronck, Ida Sprinkhuizen-Kuyper, Eric Postma, Rens Kortmann104
Ch. VIIComputational Intelligence for Modelling and Control of Multi-Robot Systems / M. Mohammadian122
Ch. VIIIIntegrating Genetic Algorithms and Finite Element Analyses for Structural Inverse Problems / D. C. Panni, A. D. Nurse136
Sect. IIIFuzzy Logic and Bayesian Systems 
Ch. IXOn the Modelling of a Human Pilot Using Fuzzy Logic Control / M. Gestwa, J.-M. Bauschat148
Ch. XBayesian Agencies in Control / Anet Potgieter, Judith Bishop168
Sect. IVMachine Learning, Evolutionary Optimisation and Information Retrieval 
Ch. XISimulation Model for the Control of Olive Fly Bactrocera Oleae Using Artificial Life Technique / Hongfei Gong, Agostinho Claudio da Rosa183
Ch. XIIApplications of Data-Driven Modelling and Machine Learning in Control of Water Resources / D. P. Solomatine197
Ch. XIIISolving Two Multi-Objective Optimization Problems Using Evolutionary Algorithm / Ruhul A. Sarker, Hussein A. Abbass, Charles S. Newton218
Ch. XIVFlexible Job-Shop Scheduling Problems: Formulation, Lower Bounds, Encoding and Controlled Evolutionary Approach / Imed Kacem, Slim Hammadi, Pierre Borne233
Ch. XVThe Effect of Multi-Parent Recombination on Evolution Strategies for Noisy Objective Functions / Yoshiyuki Matsumura, Kazuhiro Ohkura, Kanji Ueda262
Ch. XVIOn Measuring the Attributes of Evolutionary Algorithms: A Comparison of Algorithms Used for Information Retrieval / J. L. Fernandez-Villacanas Martin, P. Marrow, M. Shackleton279
Ch. XVIIDesign Wind Speeds Using Fast Fourier Transform: A Case Study / Z. Ismail, N. H. Ramli, Z. Ibrahim, T. A. Majid, G. Sundaraj, W. H. W. Badaruzzaman301
 About the Authors321
 Index333


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