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Genetic algorithms are heuristic search algorithms inspired by the process that supports the evolution of life. The algorithm is designed to replicate the natural selection process to carry generation ...

Abstract: The Compact Genetic Algorithm (cGA) is one of evolutionary algorithms. There are proofs in the literature that the cGA mimics the behavior of Simple Genetic Algorithm (sGA). The cGA has a ...

Abstract: This paper deals with genetic algorithm implementation in Python. Genetic algorithm is a probabilistic search algorithm based on the mechanics of natural selection and natural genetics. In ...

The genetic algorithms represent a family of algorithms using some of genetic principles being present in nature, in order to solve particular computational problems. These natural principles are: ...