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Robust Tabu Search×Robust Particle Swarm Optimization×
BidangSimulasiSimulasi
KeluargaProcess / pipelineProcess / pipeline
Tahun asal1989 (TS); robust variant ~2000s2000s
PengasasGlover, F. (Tabu Search); robustness extensions by various authorsKennedy, J. & Eberhart, R. C. (PSO); robustness extensions by multiple authors, 2000s
JenisMetaheuristic with robustness mechanismMetaheuristic — robust swarm-based optimizer
Sumber perintisGlover, 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
AliasRTS, Robust TS, Uncertainty-aware Tabu Search, Tabu Search under UncertaintyRobust PSO, RPSO, Uncertainty-robust PSO, PSO with robustness
Berkaitan66
RingkasanRobust 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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ScholarGateBandingkan kaedah: Robust Tabu Search · Robust Particle Swarm Optimization. Dicapai 2026-06-18 daripada https://scholargate.app/ms/compare