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Cellular Genetic Algorithms

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Cover of 'Cellular Genetic Algorithms'

Table of Contents

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    Book Overview
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    Chapter 1 Introduction to Cellular Genetic Algorithms
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    Chapter 2 The State of the Art in Cellular Evolutionary Algorithms
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    Chapter 3 On the Effects of Structuring the Population
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    Chapter 4 Some Theory: A Selection Pressure Study on cGAs
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    Chapter 5 Algorithmic and Experimental Design
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    Chapter 6 Design of Self-adaptive cGAs
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    Chapter 7 Design of Cellular Memetic Algorithms
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    Chapter 8 Design of Parallel Cellular Genetic Algorithms
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    Chapter 9 Designing Cellular Genetic Algorithms for Multi-objective Optimization
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    Chapter 10 Other Cellular Models
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    Chapter 11 Software for cGAs: The JCell Framework
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    Chapter 12 Continuous Optimization
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    Chapter 13 Logistics: The Vehicle Routing Problem
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    Chapter 14 Telecommunications: Optimization of the Broadcasting Process in MANETs
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    Chapter 15 Bioinformatics: The DNA Fragment Assembly Problem
Attention for Chapter 9: Designing Cellular Genetic Algorithms for Multi-objective Optimization
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