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| Thuật toán Tabu Mạnh mẽ× | Giải thuật luyện kim mô phỏng mạnh mẽ× | |
|---|---|---|
| Lĩnh vực | Mô phỏng | Mô phỏng |
| Họ | Process / pipeline | Process / pipeline |
| Năm ra đời≠ | 1989 (TS); robust variant ~2000s | 1983 (SA); robust variant emerged 1990s–2000s |
| Người khởi xướng≠ | Glover, F. (Tabu Search); robustness extensions by various authors | Kirkpatrick, Gelatt & Vecchi (SA basis); robust formulation developed across the operations research community |
| Loại≠ | Metaheuristic with robustness mechanism | Metaheuristic with robustness evaluation |
| Công trình gốc≠ | 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 ↗ |
| Tên gọi khác | RTS, Robust TS, Uncertainty-aware Tabu Search, Tabu Search under Uncertainty | RSA, Robust SA, Uncertainty-robust simulated annealing, Worst-case simulated annealing |
| Liên quan≠ | 6 | 5 |
| Tóm tắt≠ | 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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