WSEAS Transactions on Information Science and Applications archive · 2009 · 29 citations · 5 references
ArchitectureGeneticsAlgorithmsOptimizationRecombinationEvolutionary ComputationEvolutionary OptimizationGenetic AlgorithmsHeuristic OptimizationMetaheuristic OptimizationPopulation-based SearchEvolutionary AlgorithmsEvolutionary SearchGenetic Algorithms For SearchHeuristic AlgorithmsPolynomial-time AlgorithmsPopulation-based OptimizationRecombination In Evolutionary AlgorithmsRecombination In Genetic Algorithms
In this paper were presented the main directions of genetic algorithms. There is a large class of interesting problems that have not yet been developed fast algorithms. Many of these problems are problems which occur frequently optimized in applications. Genetic algorithms are part of Heuristic algorithms, applying them successfully if problems do not admit polynomial-time algorithms. Genetic algorithms, as the name suggests, are inspired from nature, specifically of the way through genetic recombination improves a species.
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Genetic algorithms in search, optimization, and machine learning
Choice Reviews Online · 1989 · 49.3K citations
D. E. Goldberg · Medical Entomology and Zoology · 1989 · 10.1K citations
An Overview of Genetic Algorithms
John Galletly · Kybernetes · 1992 · 381 citations