方法对比
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| 鲁棒禁忌搜索× | 禁忌搜索× | |
|---|---|---|
| 领域≠ | 仿真 | 优化 |
| 方法族 | Process / pipeline | Process / pipeline |
| 起源年份≠ | 1989 (TS); robust variant ~2000s | 1989 |
| 提出者≠ | Glover, F. (Tabu Search); robustness extensions by various authors | Fred Glover |
| 类型≠ | Metaheuristic with robustness mechanism | Local-search metaheuristic |
| 开创性文献 | Glover, F. (1989). Tabu search — Part I. ORSA Journal on Computing, 1(3), 190–206. DOI ↗ | Glover, F. (1989). Tabu Search — Part I. ORSA Journal on Computing, 1(3), 190–206. link ↗ |
| 别名≠ | RTS, Robust TS, Uncertainty-aware Tabu Search, Tabu Search under Uncertainty | Tabu Araması (Tabu Search), TS, tabu metaheuristic |
| 相关≠ | 6 | 4 |
| 摘要≠ | 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. | Tabu Search is a local-search metaheuristic introduced by Fred Glover in 1989 that uses a tabu list — a short-term memory of recently visited solutions — to prevent cycling and escape local optima. By explicitly forbidding moves that reverse recent decisions, the algorithm explores the search space more broadly and, through long-term memory structures such as aspiration criteria, aims to approach the global optimum even in large, complex combinatorial problems. |
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