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Dynamické programovanie×Celočíselné programovanie (IP) a zmiešané celočíselné programovanie (MIP)×Tabu Search×
OdborOptimalizáciaOptimalizáciaOptimalizácia
RodinaProcess / pipelineProcess / pipelineProcess / pipeline
Rok vzniku195719581989
TvorcaRichard BellmanRalph Gomory (cutting planes, 1958); land-and-doig branch-and-bound (1960)Fred Glover
TypExact combinatorial optimization via recursive decompositionMathematical optimisation — exact combinatorial methodLocal-search metaheuristic
Pôvodný zdrojBellman, R. (1957). Dynamic Programming. Princeton University Press. ISBN: 978-0-691-07951-6Wolsey, L.A. (1998). Integer Programming. Wiley. ISBN: 9780471283669Glover, F. (1989). Tabu Search — Part I. ORSA Journal on Computing, 1(3), 190–206. link ↗
Ďalšie názvyDP, Bellman's Principle of Optimality, Recursive Optimization, Dinamik ProgramlamaIP, MIP, mixed-integer programming, mixed-integer linear programmingTabu Araması (Tabu Search), TS, tabu metaheuristic
Príbuzné344
ZhrnutieDynamic 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.Integer programming (IP), also called mixed-integer programming (MIP) when only some variables are restricted to whole numbers, is a branch of mathematical optimisation in which some or all decision variables must take integer or binary values. Building on linear programming, it was formalised through Ralph Gomory's cutting-plane method (1958) and the Land-and-Doig branch-and-bound algorithm (1960), and it has since become the standard exact framework for scheduling, assignment, routing, and resource-allocation problems.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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ScholarGatePorovnať metódy: Dynamic Programming · Integer Programming · Tabu Search. Získané 2026-06-15 z https://scholargate.app/sk/compare