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Evolutionary Computation for Modeling and Optimization

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Cover of 'Evolutionary Computation for Modeling and Optimization'

Table of Contents

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    Book Overview
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    Chapter 1 An Overview of Evolutionary Computation
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    Chapter 2 Designing Simple Evolutionary Algorithms
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    Chapter 3 Optimizing Real-Valued Functions
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    Chapter 4 Sunburn: Coevolving Strings
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    Chapter 5 Small Neural Nets : Symbots
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    Chapter 6 Evolving Finite State Automata
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    Chapter 7 Ordered Structures
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    Chapter 8 Plus-One-Recall-Store
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    Chapter 9 Fitting to Data
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    Chapter 10 Tartarus: Discrete Robotics
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    Chapter 11 Evolving Logic Functions
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    Chapter 12 ISAc List: Alternative Genetic Programming
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    Chapter 13 Graph-Based Evolutionary Algorithms
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    Chapter 14 Cellular Encoding
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    Chapter 15 Application to Bioinformatics
Attention for Chapter 3: Optimizing Real-Valued Functions
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