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Intelligence Through Simulated Evolution: Forty Years of Evolutionary Programming Book

Intelligence Through Simulated Evolution: Forty Years of Evolutionary Programming
Intelligence Through Simulated Evolution: Forty Years of Evolutionary Programming, Offering the unique perspective of one of the inventors of evolutionary programming, this work traces forty years of developments in the field. Dr. Fogel consolidates a wealth of information and hard-to-find figures from across the literature, providing c, Intelligence Through Simulated Evolution: Forty Years of Evolutionary Programming has a rating of 4 stars
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Intelligence Through Simulated Evolution: Forty Years of Evolutionary Programming, Offering the unique perspective of one of the inventors of evolutionary programming, this work traces forty years of developments in the field. Dr. Fogel consolidates a wealth of information and hard-to-find figures from across the literature, providing c, Intelligence Through Simulated Evolution: Forty Years of Evolutionary Programming
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  • Intelligence Through Simulated Evolution: Forty Years of Evolutionary Programming
  • Written by author Lawrence J. Fogel
  • Published by Wiley, John & Sons, Incorporated, July 1999
  • Offering the unique perspective of one of the inventors of evolutionary programming, this work traces forty years of developments in the field. Dr. Fogel consolidates a wealth of information and hard-to-find figures from across the literature, providing c
  • Offering the unique perspective of one of the inventors of evolutionary programming, this work traces forty years of developments in the field. Dr. Fogel consolidates a wealth of information and hard-to-find figures from across the literature, providing c
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Preface
1Genesis1
1.1Motivation3
1.2Prediction Experiments7
1.3Pattern Recognition and Classification20
1.4Control System Design28
1.5Extension of Early Evolutionary Programming Concepts31
1.6Competitive Goal-Seeking32
1.7Some Implications36
2Diversification46
2.1Two-Person Gaming against Nonminimax Players46
2.2Coevolution50
2.3Pursuit and Evasion52
2.4Modeling Time Series56
2.5Pattern Recognition59
2.6Simulated Ecosystems and the Nature of Intelligence65
2.7Sequence Induction with Deterministic Automata65
2.8Revisiting and Extending Early Evolutionary Programming68
2.9Routing Problems75
2.10Comparing Crossover, Inversion, and Mutation80
3Specializations87
3.1Finding Structure in Data87
3.2Self-Adaptation96
3.3Evolving Neural Networks111
3.4Evolving S-Expressions and Multiple Interacting Programs119
3.5Games122
3.6Other Applications135
Outlook138
References143
Index157


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Intelligence Through Simulated Evolution: Forty Years of Evolutionary Programming, Offering the unique perspective of one of the inventors of evolutionary programming, this work traces forty years of developments in the field. Dr. Fogel consolidates a wealth of information and hard-to-find figures from across the literature, providing c, Intelligence Through Simulated Evolution: Forty Years of Evolutionary Programming

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Intelligence Through Simulated Evolution: Forty Years of Evolutionary Programming, Offering the unique perspective of one of the inventors of evolutionary programming, this work traces forty years of developments in the field. Dr. Fogel consolidates a wealth of information and hard-to-find figures from across the literature, providing c, Intelligence Through Simulated Evolution: Forty Years of Evolutionary Programming

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Intelligence Through Simulated Evolution: Forty Years of Evolutionary Programming, Offering the unique perspective of one of the inventors of evolutionary programming, this work traces forty years of developments in the field. Dr. Fogel consolidates a wealth of information and hard-to-find figures from across the literature, providing c, Intelligence Through Simulated Evolution: Forty Years of Evolutionary Programming

Intelligence Through Simulated Evolution: Forty Years of Evolutionary Programming

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