Abstract
The chapter describes different components of evolutionary algorithms and what is meant by mathematical optimization. In addition, genetic and evolutionary programming is defined.
Keywords: Chromosome, Crossover, Cultural algorithms, Differential evolution, Fitness function, Genetic and evolutionary programming, Mutation, Reproduction, Selection.