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Foundations of Genetic Algorithms 1993 (FOGA 2), Vol. 2 Book

Foundations of Genetic Algorithms 1993 (FOGA 2), Vol. 2
Foundations of Genetic Algorithms 1993 (FOGA 2), Vol. 2, , Foundations of Genetic Algorithms 1993 (FOGA 2), Vol. 2 has a rating of 4 stars
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Foundations of Genetic Algorithms 1993 (FOGA 2), Vol. 2, , Foundations of Genetic Algorithms 1993 (FOGA 2), Vol. 2
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  • Foundations of Genetic Algorithms 1993 (FOGA 2), Vol. 2
  • Written by author FOGA
  • Published by Elsevier Science, February 1993
Buy Digital  USD$118.00

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Authors

Introduction1
Pt. 1Foundation Issues Revisited
Genetic Algorithms are NOT Function Optimizers5
Generation Gaps Revisited19
Pt. 2Modeling Genetic Algorithms
Recombination Distributions for Genetic Algorithms29
An Executable Model of a Simple Genetic Algorithm45
Modeling Simple Genetic Algorithms63
Pt. 3Deception and the Building Block Hypothesis
Deception Considered Harmful75
Analyzing Deception in Trap Functions93
Relative Building-Block Fitness and the Building Block Hypothesis109
Pt. 4Convergence and Genetic Diversity
Accounting for Noise in the Sizing of Populations127
Syntactic Analysis of Convergence in Genetic Algorithms141
Population Diversity in an Immune System Model: Implications for Genetic Search153
Remapping Hyperspace During Genetic Search: Canonical Delta Folding167
Pt. 5Genetic Operators and Their Analysis
Real-Coded Genetic Algorithms and Interval-Schemata187
Genetic Set Recombination203
Crossover or Mutation?221
Simulated Crossover in Genetic Algorithms239
Pt. 6Machine Learning
Learning Boolean Functions with Genetic Algorithms: A PAC Analysis257
Is the Genetic Algorithm a Cooperative Learner?277
Hierarchical Automatic Function Definition in Genetic Programming297
Author Index319
Key Word Index321


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