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GenoSAP (Genetic Algorithm for the Sailor Assignment Problem) is a Navy-funded project to explore the possibility of using genetic algorithms to solve complex assignment problems. The Genetic Algorithm (GA) is a computing paradigm based on the concepts of evolution and natural selection. The main idea is to represent solutions to a given problem (in most cases an optimization problem) as chromosomes, that is, a string of symbols. In the end, we will have a population composed of very good, and maybe, not so good solutions to the problem, but the key is that one of the solution will be good enough to be used in real world problem solving.
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