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PodručjeSimulacijaSimulacija
ObiteljProcess / pipelineProcess / pipeline
Godina nastanka1983 (SA); robust variant emerged 1990s–2000s1989 (TS); robust variant ~2000s
TvoracKirkpatrick, Gelatt & Vecchi (SA basis); robust formulation developed across the operations research communityGlover, F. (Tabu Search); robustness extensions by various authors
VrstaMetaheuristic with robustness evaluationMetaheuristic with robustness mechanism
Temeljni izvorKirkpatrick, S., Gelatt, C. D., Vecchi, M. P. (1983). Optimization by simulated annealing. Science, 220(4598), 671-680. DOI ↗Glover, F. (1989). Tabu search — Part I. ORSA Journal on Computing, 1(3), 190–206. DOI ↗
Drugi naziviRSA, Robust SA, Uncertainty-robust simulated annealing, Worst-case simulated annealingRTS, Robust TS, Uncertainty-aware Tabu Search, Tabu Search under Uncertainty
Srodne56
SažetakRobust 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.Robust 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.
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ScholarGateUsporedite metode: Robust Simulated Annealing · Robust Tabu Search. Preuzeto 2026-06-18 s https://scholargate.app/hr/compare