השוואת שיטות
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| חיפוש טאבו רובסטי× | חישול מחושל מחוזק× | |
|---|---|---|
| תחום | סימולציה | סימולציה |
| משפחה | Process / pipeline | Process / pipeline |
| שנת המקור≠ | 1989 (TS); robust variant ~2000s | 1983 (SA); robust variant emerged 1990s–2000s |
| הוגה השיטה≠ | Glover, F. (Tabu Search); robustness extensions by various authors | Kirkpatrick, Gelatt & Vecchi (SA basis); robust formulation developed across the operations research community |
| סוג≠ | Metaheuristic with robustness mechanism | Metaheuristic with robustness evaluation |
| מקור מכונן≠ | Glover, 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 ↗ |
| כינויים | RTS, Robust TS, Uncertainty-aware Tabu Search, Tabu Search under Uncertainty | RSA, Robust SA, Uncertainty-robust simulated annealing, Worst-case simulated annealing |
| קשורות≠ | 6 | 5 |
| תקציר≠ | 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. | 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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