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Efficient and Accurate Parallel Genetic Algorithms

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Cover of 'Efficient and Accurate Parallel Genetic Algorithms'

Table of Contents

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    Book Overview
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    Chapter 1 Introduction
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    Chapter 2 The Gambler’s Ruin Problem and Population Sizing
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    Chapter 3 Master-Slave Parallel Genetic Algorithms
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    Chapter 4 Bounding Cases of Genetic Algorithms with Multiple Demes
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    Chapter 5 Markov Chain Models of Multiple Demes
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    Chapter 6 Migration Rates and Optimal Topologies
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    Chapter 7 Migration, Selection Pressure, and Superlinear Speedups
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    Chapter 8 Fine-Grained and Hierarchical Parallel Genetic Algorithms
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    Chapter 9 Summary, Extensions, and Conclusions
Attention for Chapter 5: Markov Chain Models of Multiple Demes
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