Evolutionary Programming IV: Proceedings of the Fourth Annual Conference on Evolutionary Programming

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1995 Hard cover New. No dust jacket as issued. Sewn binding. Cloth over boards. 827 p. Complex Adaptive Systems. Audience: General/trade. New and never used hardcover-no marks ... or highlights-ships with tracking # Read more Show Less

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Overview

March 1-3, 1995, San Diego, California Evolutionary programming is one of the predominate algorithms withing the rapidly expanding field of evolutionary computation. These edited contributions to the Fourth Annual Conference on Evolutionary Programming are by leading scientists from academia, industry, and defense. The papers describe both the theory and practical application of evolutionary programming, as well as other methods of evolutionary computation including evolution strategies, genetic algorithms, genetic programming, and cultural algorithms.Topics include :- Novel Areas of Evolutionary Programming and Evolution Strategies.- EvolutionaryComputation with Medical Applications.- Issues in Evolutionary Optimization Pattern Discovery,Pattern Recognition, and System Identification.- Hierarchical Levels of Learning.- Self-Adaptation in Evolutionary Computation.- Morphogenic Evolutionary Computation.- Issues in EvolutionaryOptimization.- Evolutionary Applications to VLSI and Part Placement.- Applications of EvolutionaryComputation to Biology and Biochemistry Control.- Applications of Evolutionary Computation.- Genetic and Inductive Logic Programming.- Genetic Neural Networks.- The Future of Evolutionary Computation.ABradford Book. Complex Adaptive Systems series

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Editorial Reviews

Booknews
Evolutionary programming is one of the predominant algorithms within the rapidly expanding field of evolutionary computation. These edited contributions to the March 1995 conference, by scientists from academia, industry, and defense, describe the theory and practical applications of evolutionary programming, as well as other methods of evolutionary computation, including evolution strategies, genetic algorithms, genetic programming, and cultural algorithms. Annotation c. Book News, Inc., Portland, OR (booknews.com)
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Product Details

  • ISBN-13: 9780262133173
  • Publisher: MIT Press
  • Publication date: 8/3/1995
  • Series: Complex Adaptive Systems
  • Pages: 827
  • Product dimensions: 7.20 (w) x 10.10 (h) x 2.00 (d)

Meet the Author

Charles H. Anderson is Research Professor in the Department of Anatomy and Neurobiology and the Department of Physics at Washington University, St.

Louis.

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Table of Contents

Preface
Invited Lectures and Panel Session
Chairs and Committee Members
Lifetime Achievement Awards
Contributors
Application of Evolutionary Programming to Earthquake Hypocenter Determination 3
Non-Acoustic Sensor Array Localization Using Evolutionary Programming 19
Evolution Strategies for Mixed-Integer Optimization of Optical Multilayer Systems 33
Interactive Evolution of Images 53
Steps Toward Controlling Blood Pressure during Surgery Using Evolutionary Programming 69
Dynamic Feature Set Training of Neural Nets for Classification 83
Evolution of Morphological Recognition Systems 95
Racial Harmony and Function Optimization in Genetic Algorithms - The Races Genetic Algorithm 109
Optimizing Stochastic and Multiple Fitness Functions 127
A Survey of Constraint Handling Techniques in Evolutionary Computation Methods 135
A Combined Stochastic and Deterministic Approach for Classification Using Generalized Mixture Densities 159
Query Translation Using Evolutionary Programming for Multi-lingual Information Retrieval 175
Evolutionary Speciation Using Minimal Representation Size Clustering 187
Stacked Generalization and Fitness Ranking in Evolutionary Algorithms 205
Evolutionary Chromatographic Law Identification by Recurrent Neural Nets 219
Wavelet-Based Signal Approximation with Genetic Algorithms 237
The Levels of Learning in Kydon's Hierarchy 259
Multiple Level Evolutionary Learning in Neuronal Pattern Recognition 271
Using Cultural Algorithms for Constraint Handling in GENOCOP 289
Evolving Complex Structures via Cooperative Coevolution 307
Ethnography of Artificial Culture: Specifications, Prospects, and Constraints 319
Evolving Social Structure in Communities of Agents Through Meme Evolution 333
An Evolutionary Programming Approach to Self-Adaptation on Finite State Machines 355
Adapting Crossover in Evolutionary Algorithms 367
Morphogenic Evolutionary Computations: Introduction, Issues and Example 387
Towards a Self-Replicating Language for Computation 403
A Programming Language for Artificial Development 415
The Effects of Generating More Offspring from Less-Fit Parents 437
Preliminary Investigations into a Two-Stage Method of Evolutionary Optimization on Constrained Problems 449
An Empirical Study of Recombination in Evolutionary Search 465
Some Interesting Test Functions for Evaluating Evolutionary Programming Strategies 479
A Comparison of Evolutionary Programming and Genetic Algorithms for Electronic Part Placement 503
An Extended Evolutionary Programming Algorithm for VLSI Channel Routing 521
Genetic Mechanisms Underlying the Baldwin Effect Are Evident in Natural Antibodies 547
Evolutionary Stable Strategies Are Not Always Stable under Evolutionary Dynamics 565
Evolutionary Optimization of a Neural Network-based Signal Processor for Photometric Data from an Automated DNA Sequencer 579
An Object-Oriented Environment for Artificial Evolution of Protein Sequences: The Example of Rational Design of Transmembrane Sequences 603
Docking Conformationally Flexible Small Molecules into a Protein Binding Site through Evolutionary Programming 615
Evolutionary Programming-Based Optimal Robust Locomotion Control of Autonomous Mobile Robots 631
Evolutionary Programming for Synthesis of Optimal Controllers 645
Genetic Algorithms for Automatic Regrouping of Air Traffic Control Sectors 657
An Iterated Function Systems Approach to Emergence 673
Evolving the Architecture of a Multi-part Program in Genetic Programming Using Architecture-Altering Operations 695
Genetic Programming Exploratory Power and the Discovery of Functions 719
An Adaptive Inductive Logic Programming System Using Genetic Programming 737
PANIC: A Parallel Evolutionary Rule Based System 753
Multi-rule-set Decision-making Schemes for a Genetic Algorithm Learning Environment for Classification Tasks 773
2-D Genetic Algorithms for Determining Neural Network Structure and Weights 789
Author Index 805
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