metaheuristic

metaheuristic
An experimental heuristic method for solving a general class of computational problems by combining user procedures in the hope of obtaining a more efficient or robust procedure.

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  • Metaheuristic — In computer science, metaheuristic designates a computational method that optimizes a problem by iteratively trying to improve a candidate solution with regard to a given measure of quality. Metaheuristics make few or no assumptions about the… …   Wikipedia

  • Cuckoo search — (CS) is an optimization algorithm developed by Xin she Yang and Suash Deb in 2009.[1][2] It was inspired by the obligate brood parasitism of some cuckoo species by laying their eggs in the nests of other host birds (of other species). Some host… …   Wikipedia

  • Genetic algorithm — A genetic algorithm (GA) is a search heuristic that mimics the process of natural evolution. This heuristic is routinely used to generate useful solutions to optimization and search problems. Genetic algorithms belong to the larger class of… …   Wikipedia

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  • Local search (optimization) — In computer science, local search is a metaheuristic for solving computationally hard optimization problems. Local search can be used on problems that can be formulated as finding a solution maximizing a criterion among a number of candidate… …   Wikipedia

  • Cooperative optimization — is a global optimization method invented by chinese mathematician Xiao Fei Huang, that can solve real world NP hard optimization problems (up to millions of variables) with outstanding performances and unprecedented speeds. It knows whether a… …   Wikipedia

  • Search-based software engineering — (SBSE) is an approach to apply metaheuristic search techniques like genetic algorithms, simulated annealing and tabu search to software engineering problems. It is inspired by the observation that many activities in software engineering can be… …   Wikipedia

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  • Metaheurística — Una metaheurística es un método heurístico para resolver un tipo de problema computacional general, usando los parámetros dados por el usuario sobre unos procedimientos genéricos y abstractos de una manera que se espera eficiente. Normalmente,… …   Wikipedia Español

  • Муравьиный алгоритм — Поведение муравьёв явилось вдохновением для создания метаэвристической технологии оптимизации Муравьиный алгоритм (алгоритм оптимизации подражанием муравьиной колонии, англ. ant colony optimization, ACO)  од …   Википедия

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