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Krahasoni metodat

Shqyrtoni metodat e zgjedhura krah për krah; rreshtat që ndryshojnë janë të theksuar.

Kërkim i Fortë Tabu×Annealing i Përzhitshëm×
FushaSimulimiSimulimi
FamiljaProcess / pipelineProcess / pipeline
Viti i origjinës1989 (TS); robust variant ~2000s1983 (SA); robust variant emerged 1990s–2000s
KrijuesiGlover, F. (Tabu Search); robustness extensions by various authorsKirkpatrick, Gelatt & Vecchi (SA basis); robust formulation developed across the operations research community
LlojiMetaheuristic with robustness mechanismMetaheuristic with robustness evaluation
Burimi themeluesGlover, 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 ↗
Emërtime të tjeraRTS, Robust TS, Uncertainty-aware Tabu Search, Tabu Search under UncertaintyRSA, Robust SA, Uncertainty-robust simulated annealing, Worst-case simulated annealing
Të lidhura65
PërmbledhjaRobust 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.
ScholarGateSeti i të dhënave
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  1. v1
  2. 2 Burimet
  3. PUBLISHED

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ScholarGateKrahasoni metodat: Robust Tabu Search · Robust Simulated Annealing. Marrë më 2026-06-19 nga https://scholargate.app/sq/compare