Genetic algorithms. GAs: what are they? GAs: how do they work? GAs: why do they work? GAs: selected topics. Numerical optimization. Binary or float? Fine local tuning. Handling constraints. Evolution strategies and other methods. Evolution programs. The transportation problem. The traveling salesman problem. Machine learning. Evolutionary programming and genetic programming. A hierarchy of evolution programs. Evolution programs and heuristics. Conclusions. Appendix.Genetic algorithms.
|Title||:||Genetic Algorithms + Data Structures = Evolution Programs|
|Publisher||:||Springer Science & Business Media - 1996-01-01|