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Simulated Evolution and Learning : First Asia-Pacific Conference, Seal'96, Taejon, Korea, November 9-12, 1996. Selected Papers. - X. Yao

Simulated Evolution and Learning

First Asia-Pacific Conference, Seal'96, Taejon, Korea, November 9-12, 1996. Selected Papers.

By: X. Yao (Editor), J. H. Kim (Editor), Takeshi Furuhashi (Editor)

Paperback

Published: 6th August 1997
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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 inclusion in this book on the basis of 2 rounds of reviewing and improvements. Also included are invited papers by John L. Casti and Lawrence J. Fogel. The volume covers a wide range of current topics in simulated evolution and learning e.g. evolutionary optimization, evolutionary learning, artificial life, hybrid evolutionary fuzzy systems, evolutionary artificial neural networks, co-evolution, novel evolutionary approaches to computer tomography image reconstruction, power systems load flow control, and water flow control in cropped soils.

Emergent Phenomena and Computer Worldsp. 1
Top-Down Evolutionary Engineeringp. 11
Function Optimization Using Evolutionary Programming with Self-Adaptive Cultural Algorithmsp. 17
An Adaptive Evolutionary Algorithm for Numerical Optimizationp. 27
Lagrangian-Based Evolutionary Programming for Constrained Optimizationp. 35
Selection of Input Variables of Fuzzy Model Using Genetic Algorithm with Quick Fuzzy Inferencep. 45
Entropic Sampling in Genetic-Entropic Algorithmp. 54
Computational and Learning Synergies with a Coevolving Multilevel Architecturep. 63
Evolving State and Memory in Genetic Programmingp. 73
Evolutionary CT Image Reconstruction by Image Partitioningp. 81
Genetic Learning of the Irrigation Cycle for Water Flow in Cropped Soilsp. 89
Optimization of Parameters of Color Image Segmentation Using Evolutionary Programmingp. 97
Genetic Algorithms for Solving Multiprocessor Scheduling Problemsp. 106
A Study on Co-evolutionary Learning of Neural Networksp. 116
Knowledge Acquisition of Fuzzy Control Rules for Mobile Robots Using DNA Coding Method and Pseudo-Bacterial GAp. 126
Evolutionary Learning Algorithm for Projection Neural Networksp. 136
EPNet for Chaotic Time-Series Predictionp. 146
Would and Should Government Lie About Economic Statistics: Simulations Based on Evolutionary Cellular Automatap. 157
A Technique for Improving the Convergence Characteristic of Genetic Algorithms and Its Application to a Genetic-Based Load Flow Algorithmp. 167
Knowledge Extraction Using Neural Network by an Artificial Life Approachp. 177
An Inference Method Using Multiple Patterns and Modification of Pattern Spacep. 187
Random Search Based on Genetic Operatorsp. 196
Hybrid Evolutionary Learning of Fuzzy Logic and Genetic Algorithmp. 206
Fuzzy Identification of Unknown Systems Based on GAp. 216
Competitive Co-evolution Model on the Acquisition of Game Strategyp. 224
Author Indexp. 233
Table of Contents provided by Blackwell. All Rights Reserved.

ISBN: 9783540633990
ISBN-10: 3540633995
Series: Lecture Notes in Computer Science,
Audience: General
Format: Paperback
Language: English
Number Of Pages: 238
Published: 6th August 1997
Publisher: Springer-Verlag Berlin and Heidelberg Gmbh & Co. Kg
Country of Publication: DE
Dimensions (cm): 23.39 x 15.6  x 1.32
Weight (kg): 0.35