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Book Categories |
Introduction | 1 | |
Pt. 1 | Genetic Algorithm Hardness | |
The Nonuniform Walsh-Schema Transform | 13 | |
Epistasis Variance: A Viewpoint on GA-Hardness | 23 | |
Deceptiveness and Genetic Algorithm Dynamics | 36 | |
Pt. 2 | Selection and Convergence | |
An Extension to the Theory of Convergence and a Proof of the Time Complexity of Genetic Algorithms | 53 | |
A Comparative Analysis of Selection Schemes Used in Genetic Algorithms | 69 | |
A Study of Reproduction in Generational and Steady State Genetic Algorithms | 94 | |
Spurious Correlations and Premature Convergence in Genetic Algorithms | 102 | |
Pt. 3 | Classifier Systems | |
Representing Attribute-Based Concepts in a Classifier System | 115 | |
Quasimorphisms or Queasymorphisms? Modeling Finite Automaton Environments | 128 | |
Variable Default Hierarchy Separation in a Classifier System | 148 | |
Pt. 4 | Coding and Representation | |
A Hierarchical Approach to Learning the Boolean Multiplexer Function | 171 | |
A Grammar-Based Genetic Algorithm | 193 | |
Genetic Algorithms for Real Parameter Optimization | 205 | |
Pt. 5 | Framework Issues | |
Fundamental Principles of Deception in Genetic Search | 221 | |
Isomorphisms of Genetic Algorithms | 242 | |
Conditions for Implicit Parallelism | 252 | |
Pt. 6 | Variation and Recombination | |
The CHC Adaptive Search Algorithm: How to Have Safe Search When Engaging in Nontraditional Genetic Recombination | 265 | |
Genetic Operators for Sequencing Problems | 284 | |
An Analysis of Multi-Point Crossover | 301 | |
Evolution in Time and Space - The Parallel Genetic Algorithm | 316 | |
Author Index | 339 | |
Key Word Index | 341 |
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