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Genetic Algorithms + Data Structures = Evolution Programs

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Cover of 'Genetic Algorithms + Data Structures = Evolution Programs'

Table of Contents

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    Book Overview
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    Chapter 1 Introduction
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    Chapter 2 GAs: What Are They?
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    Chapter 3 GAs: How Do They Work?
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    Chapter 4 GAs: Why Do They Work?
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    Chapter 5 GAs: Selected Topics
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    Chapter 6 Binary or Float?
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    Chapter 7 Fine Local Tuning
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    Chapter 8 Handling Constraints
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    Chapter 9 Evolution Strategies and Other Methods
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    Chapter 10 The Transportation Problem
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    Chapter 11 The Traveling Salesman Problem
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    Chapter 12 Evolution Programs for Various Discrete Problems
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    Chapter 13 Machine Learning
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    Chapter 14 Evolutionary Programming and Genetic Programming
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    Chapter 15 A Hierarchy of Evolution Programs
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    Chapter 16 Evolution Programs and Heuristics
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    Chapter 17 Conclusions
Attention for Chapter 5: GAs: Selected Topics
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