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Bekijk de geselecteerde methoden naast elkaar; rijen die verschillen zijn gemarkeerd.

Bayesiaanse Tabu Zoektocht×Stochastisch Tabu Search×
VakgebiedSimulatieSimulatie
FamilieProcess / pipelineProcess / pipeline
Jaar van ontstaan1989 (tabu search); hybrid formulations ~2005–20151990s
GrondleggerGlover, F. (tabu search); Bayesian integration developed by multiple researchers in the 2000s–2010sGlover, F. (base TS); stochastic extensions by various authors (1990s–2000s)
TypeHybrid metaheuristic — memory-based local search with Bayesian probabilistic guidanceStochastic metaheuristic optimizer
Oorspronkelijke bronGlover, 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 ↗
AliassenBTS, Bayesian-guided tabu search, probabilistic tabu search, Bayes-TSSTS, Randomized Tabu Search, Probabilistic Tabu Search, Noisy Tabu Search
Verwant65
SamenvattingBayesian 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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  2. 2 Bronnen
  3. PUBLISHED
  1. v1
  2. 2 Bronnen
  3. PUBLISHED

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ScholarGateMethoden vergelijken: Bayesian Tabu Search · Stochastic Tabu Search. Geraadpleegd op 2026-06-18 via https://scholargate.app/nl/compare