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

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John Robert McDonnell, Robert G. Reynolds
MIT Press, 1995 - Computers - 805 pages

March 1-3, 1995, San Diego, California Evolutionary programming is one of thepredominate algorithms withing the rapidly expanding field of evolutionary computation. These editedcontributions to the Fourth Annual Conference on Evolutionary Programming are by leading scientistsfrom academia, industry, and defense. The papers describe both the theory and practical applicationof evolutionary programming, as well as other methods of evolutionary computation includingevolution strategies, genetic algorithms, genetic programming, and cultural algorithms.Topicsinclude :- 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-Adaptationin 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.- Geneticand Inductive Logic Programming.- Genetic Neural Networks.- The Future of Evolutionary Computation.ABradford Book. Complex Adaptive Systems series

 

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Contents

Application of Evolutionary Programming to Earthquake
3
J B H Minster N P Williams T G Masters F Gilbert and S Haase
19
Evolution Strategies for MixedInteger Optimization of Optical
33
Interactive Evolution of Images
53
Steps Toward Controlling Blood Pressure during Surgery
69
B Fogel and A V Sebald
83
Racial Harmony and Function Optimization in Genetic Algorithms
109
Optimizing Stochastic and Multiple Fitness Functions
127
The Effects of Generating More Offspring from LessFit Parents
437
H Myung J H Kim and D B Fogel
465
R McDonnell and D E Waagen
479
A Comparison of Evolutionary Programming and Genetic
503
An Extended Evolutionary Programming Algorithm
521
Genetic Mechanisms Underlying the Baldwin Effect
547
Evolutionary Stable Strategies Are Not Always Stable under
565
B fogel and G B Fogel
579

Z Michalewicz
154
E Waagen and J R McDonnell
175
Hacaoglu and A C Sanderson
203
English and M Gotesman
219
WaveletBased Signal Approximation with Genetic Algorithms
237
The Levels of Learning in Kydons Hierarchy
259
Using Cultural Algorithms for Constraint Handling in GENOCOP
289
Evolving Complex Structures via Cooperative Coevolution
307
Evolving Social Structure in Communities of Agents
333
An Evolutionary Programming Approach to SelfAdaptation
355
Spears
381
P Angeline
403
An ObjectOriented Environment for Artificial Evolution of Protein
603
K Gehlhaar G Verkhivker P A Rejto D B Fogel L Fogel
625
Evolutionary Programming for Synthesis of Optimal Controllers
645
Delahaye J M Alliot M Schoenauer and J L Farges
671
An Iterated Function Systems Approach to Emergence
673
Evolving the Architecture of a Multipart Program in Genetic
695
Genetic Programming Exploratory Power and the Discovery
719
An Adaptive Inductive Logic Programming System Using
737
A Parallel Evolutionary Rule Based System
753
Multiruleset Decisionmaking Schemes for a Genetic Algorithm
787
Author Index
805
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About the author (1995)

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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