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Bayesian Tabu Search×Stohastičko Tabu pretraživanje×
OblastSimulacijaSimulacija
PorodicaProcess / pipelineProcess / pipeline
Godina nastanka1989 (tabu search); hybrid formulations ~2005–20151990s
TvoracGlover, F. (tabu search); Bayesian integration developed by multiple researchers in the 2000s–2010sGlover, F. (base TS); stochastic extensions by various authors (1990s–2000s)
TipHybrid metaheuristic — memory-based local search with Bayesian probabilistic guidanceStochastic metaheuristic optimizer
Temeljni izvorGlover, F. (1989). Tabu search — Part I. ORSA Journal on Computing, 1(3), 190–206. DOI ↗Glover, F. (1990). Tabu search: A tutorial. Interfaces, 20(4), 74-94. DOI ↗
Drugi naziviBTS, Bayesian-guided tabu search, probabilistic tabu search, Bayes-TSSTS, Randomized Tabu Search, Probabilistic Tabu Search, Noisy Tabu Search
Srodne65
SažetakBayesian Tabu Search (BTS) is a hybrid metaheuristic that couples the memory-based forbidden-move mechanism of classic Tabu Search with a Bayesian probabilistic model. The Bayesian component learns from past evaluations to score candidate moves, focusing the search on promising regions while the tabu list prevents cycling. This combination reduces wasted function evaluations in expensive combinatorial and continuous optimization problems.Stochastic Tabu Search (STS) is an extension of classical Tabu Search that introduces randomness into the neighborhood exploration and move-selection phases. By combining tabu memory — which forbids recently visited solutions — with probabilistic acceptance or random candidate sampling, STS escapes local optima more effectively and explores rugged solution landscapes that deterministic TS may fail to traverse.
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ScholarGateUporedite metode: Bayesian Tabu Search · Stochastic Tabu Search. Preuzeto 2026-06-18 sa https://scholargate.app/sr/compare