Cellular Genetic Algorithms

1. Part I Introduction

2. Introduction to Cellular Genetic Algorithms
Enrique Alba, Bernabè Dorronsoro

3. The State of the Art in Cellular Evolutionary Algorithms
Enrique Alba, Bernabè Dorronsoro

2. Part II Characterizing Cellular Genetic Algorithms

4. On the Effects of Structuring the Population
Enrique Alba, Bernabè Dorronsoro

5. Some Theory: A Selection Pressure Study on cGAs
Enrique Alba, Bernabè Dorronsoro

3. Part III Algorithmic Models and Extensions

6. Algorithmic and Experimental Design
Enrique Alba, Bernabè Dorronsoro

7. Design of Self-adaptive cGAs
Enrique Alba, Bernabè Dorronsoro

8. Design of Cellular Memetic Algorithms
Enrique Alba, Bernabè Dorronsoro

9. Design of Parallel Cellular Genetic Algorithms
Enrique Alba, Bernabè Dorronsoro

10. Designing Cellular Genetic Algorithms for Multi-objective Optimization
Enrique Alba, Bernabè Dorronsoro

11. Other Cellular Models
Enrique Alba, Bernabè Dorronsoro

12. Software for cGAs: The JCell Framework
Enrique Alba, Bernabè Dorronsoro

4. Part IV Applications of cGAs

13. Continuous Optimization
Enrique Alba, Bernabè Dorronsoro

14. Logistics: The Vehicle Routing Problem
Enrique Alba, Bernabè Dorronsoro

15. Telecommunications: Optimization of the Broadcasting Process in MANETs
Enrique Alba, Bernabè Dorronsoro

16. Bioinformatics: The DNA Fragment Assembly Problem
Enrique Alba, Bernabè Dorronsoro

Keywords: Economics/Management Science, Mathematical Modeling and Industrial Mathematics, Optimization, Production/Logistics, Algorithms, Genetics and Population Dynamics, Operations Research/Decision Theory