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Book Categories |
Preface | ||
1 | Genesis | 1 |
1.1 | Motivation | 3 |
1.2 | Prediction Experiments | 7 |
1.3 | Pattern Recognition and Classification | 20 |
1.4 | Control System Design | 28 |
1.5 | Extension of Early Evolutionary Programming Concepts | 31 |
1.6 | Competitive Goal-Seeking | 32 |
1.7 | Some Implications | 36 |
2 | Diversification | 46 |
2.1 | Two-Person Gaming against Nonminimax Players | 46 |
2.2 | Coevolution | 50 |
2.3 | Pursuit and Evasion | 52 |
2.4 | Modeling Time Series | 56 |
2.5 | Pattern Recognition | 59 |
2.6 | Simulated Ecosystems and the Nature of Intelligence | 65 |
2.7 | Sequence Induction with Deterministic Automata | 65 |
2.8 | Revisiting and Extending Early Evolutionary Programming | 68 |
2.9 | Routing Problems | 75 |
2.10 | Comparing Crossover, Inversion, and Mutation | 80 |
3 | Specializations | 87 |
3.1 | Finding Structure in Data | 87 |
3.2 | Self-Adaptation | 96 |
3.3 | Evolving Neural Networks | 111 |
3.4 | Evolving S-Expressions and Multiple Interacting Programs | 119 |
3.5 | Games | 122 |
3.6 | Other Applications | 135 |
Outlook | 138 | |
References | 143 | |
Index | 157 |
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Add 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 to the inventory that you are selling on WonderClubX
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Add 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 to your collection on WonderClub |