Evolutionary Computation I: Genetic Algorithms
James C. Spall · 2003
This chapter includes the following topics: Introduction Some Historical Perspective and Motivating Applications Coding of Elements for Searching Standard Genetic Algorithm Operations Overview of Basic GA Search Approach Practical Guidance and Extensions: Coefficient Values, Constraints, Noisy Fitness Evaluations, Local Search, and Parent Selection Examples Concluding Remarks