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Premenná lokálna stratégia (VNS)×Harmony Search×Tabu Search×
OdborOptimalizáciaOptimalizáciaOptimalizácia
RodinaProcess / pipelineProcess / pipelineProcess / pipeline
Rok vzniku199720011989
TvorcaZong Woo Geem, Joong Hoon Kim, G. V. LoganathanFred Glover
TypMetaheuristic — neighborhood-basedMetaheuristic population-based optimizationLocal-search metaheuristic
Pôvodný zdrojMladenović, N. & Hansen, P. (1997). Variable Neighborhood Search. Computers & Operations Research, 24(11), 1097–1100. DOI ↗Geem, Z. W., Kim, J. H., & Loganathan, G. V. (2001). A New Heuristic Optimization Algorithm: Harmony Search. Simulation, 76(2), 60–68. DOI ↗Glover, F. (1989). Tabu Search — Part I. ORSA Journal on Computing, 1(3), 190–206. link ↗
Ďalšie názvyVNS, Değişken Komşuluk Araması (VNS), variable neighbourhood searchHS algorithm, Harmoni Araması (Harmony Search), music-inspired optimizationTabu Araması (Tabu Search), TS, tabu metaheuristic
Príbuzné454
ZhrnutieVariable Neighborhood Search (VNS) is a metaheuristic optimization framework introduced by Mladenović and Hansen in 1997. It escapes local optima by systematically switching among a predefined set of neighborhood structures — first perturbing the current solution (shaking) to reach a different region of the search space, then applying a local search within that region, and finally accepting the new solution only if it improves the incumbent. The method is flexible enough to handle combinatorial problems (routing, scheduling, graph problems) as well as continuous optimization, making it one of the most widely used neighborhood-based metaheuristics in operations research.Harmony Search (HS) is a population-based metaheuristic optimization algorithm introduced by Geem, Kim, and Loganathan in 2001. It mimics the improvisation process of jazz musicians seeking a perfect state of harmony, using three operators — memory consideration, pitch adjustment, and random selection — to generate candidate solutions. The algorithm applies to both continuous and discrete variables and has found wide use in engineering design, water distribution network optimization, and combinatorial 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: Variable Neighborhood Search · Harmony Search · Tabu Search. Získané 2026-06-20 z https://scholargate.app/sk/compare