Cellular Genetic Algorithms E. Alba, B. Dorronsoro Series: Operations Research/Computer Science Vol. 42 250 p. 2008 Springer-Verlag ISBN: 978-0-387-77609-5 Table of Contents | Buy it!

Table of Contents

Part I. Introduction

1. Introduction to Cellular Genetic Algorithms
2. The State of the Art in Cellular Evolutionary Algorithms

Part II. Characterizing Cellular Genetic Algorithms

3. On the Effects of Structuring the Population
4. Some Theory: A Selection Pressure Study on cGAs

Part III. Algorithmic Models and Extensions

5. Algorithmic and Experimental Design
6. Design of Self-adaptive cGAs
7. Design of Cellular Memetic Algorithms
8. Design of Parallel Cellular Genetic Algorithms
9. Designing Cellular Genetic Algorithms for Multi-objective Optimization
10. Other Cellular Models
11. Software for cGAs: The JCell Framework

Part IV. Applications of cGAs

12. Continuous Optimization
13. Logistics: The Vehicle Routing Problem
14. Telecommunications: Optimization of the Broadcasting Process in MANETs
15. Bioinformatics: The DNA Fragment Assembly Problem

Part V. Appendix

A. Definition of the Benchmark Problems