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Simulated Evolution and Learning, Vol. 128 Book

Simulated Evolution and Learning, Vol. 128
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  • Simulated Evolution and Learning, Vol. 128
  • Written by author Xin Yao
  • Published by Springer-Verlag New York, LLC, November 2007
  • This book constitutes the thoroughly refereed post-conference documentation of the First Asia-Pacific Conference on Simulated Evolution and Learning, SEAL'96, held in Taejon, Korea, in November 1996.The 23 revised full papers were selected for inclusi
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Book Categories

Authors

Emergent Phenomena and Computer Worlds1
Top-Down Evolutionary Engineering11
Function Optimization Using Evolutionary Programming with Self-Adaptive Cultural Algorithms17
An Adaptive Evolutionary Algorithm for Numerical Optimization27
Lagrangian-Based Evolutionary Programming for Constrained Optimization35
Selection of Input Variables of Fuzzy Model Using Genetic Algorithm with Quick Fuzzy Inference45
Entropic Sampling in Genetic-Entropic Algorithm54
Computational and Learning Synergies with a Coevolving Multilevel Architecture63
Evolving State and Memory in Genetic Programming73
Evolutionary CT Image Reconstruction by Image Partitioning81
Genetic Learning of the Irrigation Cycle for Water Flow in Cropped Soils89
Optimization of Parameters of Color Image Segmentation Using Evolutionary Programming97
Genetic Algorithms for Solving Multiprocessor Scheduling Problems106
A Study on Co-evolutionary Learning of Neural Networks116
Knowledge Acquisition of Fuzzy Control Rules for Mobile Robots Using DNA Coding Method and Pseudo-Bacterial GA126
Evolutionary Learning Algorithm for Projection Neural Networks136
EPNet for Chaotic Time-Series Prediction146
Would and Should Government Lie About Economic Statistics: Simulations Based on Evolutionary Cellular Automata157
A Technique for Improving the Convergence Characteristic of Genetic Algorithms and Its Application to a Genetic-Based Load Flow Algorithm167
Knowledge Extraction Using Neural Network by an Artificial Life Approach177
An Inference Method Using Multiple Patterns and Modification of Pattern Space187
Random Search Based on Genetic Operators196
Hybrid Evolutionary Learning of Fuzzy Logic and Genetic Algorithm206
Fuzzy Identification of Unknown Systems Based on GA216
Competitive Co-evolution Model on the Acquisition of Game Strategy224
Author Index233


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