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Robustná Tabu Hľadanie×Robustná optimalizácia rojom častíc×
OdborSimuláciaSimulácia
RodinaProcess / pipelineProcess / pipeline
Rok vzniku1989 (TS); robust variant ~2000s2000s
TvorcaGlover, F. (Tabu Search); robustness extensions by various authorsKennedy, J. & Eberhart, R. C. (PSO); robustness extensions by multiple authors, 2000s
TypMetaheuristic with robustness mechanismMetaheuristic — robust swarm-based optimizer
Pôvodný zdrojGlover, F. (1989). Tabu search — Part I. ORSA Journal on Computing, 1(3), 190–206. DOI ↗Kennedy, J., Eberhart, R. C., & Shi, Y. (2001). Swarm Intelligence. Morgan Kaufmann Publishers. ISBN: 9781558605954
Ďalšie názvyRTS, Robust TS, Uncertainty-aware Tabu Search, Tabu Search under UncertaintyRobust PSO, RPSO, Uncertainty-robust PSO, PSO with robustness
Príbuzné66
ZhrnutieRobust 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 Particle Swarm Optimization (Robust PSO) extends the classical PSO metaheuristic to explicitly account for uncertainty in the objective function, constraints, or decision variables. Rather than optimizing a single nominal objective, each candidate solution is evaluated over a set of uncertainty scenarios, and fitness is judged by a robustness criterion such as worst-case performance or expected value, yielding solutions that remain near-optimal even when conditions deviate from nominal assumptions.
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ScholarGatePorovnať metódy: Robust Tabu Search · Robust Particle Swarm Optimization. Získané 2026-06-18 z https://scholargate.app/sk/compare