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동적 계획법×Tabu Search×
분야최적화최적화
계열Process / pipelineProcess / pipeline
기원 연도19571989
창시자Richard BellmanFred Glover
유형Exact combinatorial optimization via recursive decompositionLocal-search metaheuristic
원전Bellman, R. (1957). Dynamic Programming. Princeton University Press. ISBN: 978-0-691-07951-6Glover, F. (1989). Tabu Search — Part I. ORSA Journal on Computing, 1(3), 190–206. link ↗
별칭DP, Bellman's Principle of Optimality, Recursive Optimization, Dinamik ProgramlamaTabu Araması (Tabu Search), TS, tabu metaheuristic
관련34
요약Dynamic Programming (DP) is an exact optimization technique introduced by Richard Bellman in 1957 for solving multi-stage decision problems. It decomposes a complex problem into simpler, overlapping subproblems, solves each subproblem once, and stores the results to avoid redundant computation. Grounded in the Principle of Optimality, DP guarantees globally optimal solutions whenever the problem exhibits overlapping subproblems and optimal substructure.Tabu Search is a local-search metaheuristic introduced by Fred Glover in 1989 that uses a tabu list — a short-term memory of recently visited solutions — to prevent cycling and escape local optima. By explicitly forbidding moves that reverse recent decisions, the algorithm explores the search space more broadly and, through long-term memory structures such as aspiration criteria, aims to approach the global optimum even in large, complex combinatorial problems.
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