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Examinează metodele selectate una lângă alta; rândurile care diferă sunt evidențiate.

Robust Tabu Search×Annealing Simulat Robust×
DomeniuSimulareSimulare
FamilieProcess / pipelineProcess / pipeline
Anul apariției1989 (TS); robust variant ~2000s1983 (SA); robust variant emerged 1990s–2000s
Autorul originalGlover, F. (Tabu Search); robustness extensions by various authorsKirkpatrick, Gelatt & Vecchi (SA basis); robust formulation developed across the operations research community
TipMetaheuristic with robustness mechanismMetaheuristic with robustness evaluation
Sursa seminalăGlover, F. (1989). Tabu search — Part I. ORSA Journal on Computing, 1(3), 190–206. DOI ↗Kirkpatrick, S., Gelatt, C. D., Vecchi, M. P. (1983). Optimization by simulated annealing. Science, 220(4598), 671-680. DOI ↗
Denumiri alternativeRTS, Robust TS, Uncertainty-aware Tabu Search, Tabu Search under UncertaintyRSA, Robust SA, Uncertainty-robust simulated annealing, Worst-case simulated annealing
Înrudite65
RezumatRobust Tabu Search (RTS) extends the classical Tabu Search metaheuristic by evaluating candidate solutions not only on their nominal objective value but also on their performance under uncertainty. Instead of seeking the best solution for a single scenario, RTS seeks solutions that perform well across a range of scenarios or realizations, trading peak optimality for reliability.Robust Simulated Annealing (RSA) adapts the classical simulated annealing metaheuristic to seek solutions that perform well not just under nominal conditions but across the full range of uncertain or adversarial parameter values. By embedding a robustness evaluation — worst-case, expected-case, or regret-based — into the SA acceptance step, RSA trades some nominal optimality for resilience, making it valuable when problem parameters are imprecisely known or subject to environmental variation.
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  1. v1
  2. 2 Surse
  3. PUBLISHED

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ScholarGateCompară metode: Robust Tabu Search · Robust Simulated Annealing. Preluat la 2026-06-18 de pe https://scholargate.app/ro/compare