Сравнение на методи
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| Устойчиво целево програмиране× | Многокритериално целево програмиране× | |
|---|---|---|
| Област | Симулационно моделиране | Симулационно моделиране |
| Семейство | Process / pipeline | Process / pipeline |
| Година на възникване≠ | 1961 (GP); 1990s (robust extension) | 1961 |
| Създател≠ | Charnes, A. & Cooper, W. W. (goal programming); Mulvey, J. M. et al. (robust optimization framework) | Charnes, A. and Cooper, W. W. |
| Тип≠ | Mathematical programming under uncertainty | Mathematical programming / multi-criteria optimization |
| Основополагащ източник | Charnes, A., Cooper, W. W. (1961). Management Models and Industrial Applications of Linear Programming. Wiley, New York. ISBN: 9780471155041 | Charnes, A., Cooper, W. W. (1961). Management Models and Industrial Applications of Linear Programming. Wiley, New York. ISBN: 978-0471148258 |
| Други названия | RGP, Goal Programming under Uncertainty, Robust GP, Uncertainty-Aware Goal Programming | MOGP, Multi-goal programming, Vector goal programming, Multi-criteria goal programming |
| Свързани≠ | 5 | 4 |
| Резюме≠ | Robust Goal Programming (RGP) extends classical goal programming to handle uncertain or ambiguous model parameters. Instead of minimizing deviations from crisp targets, it seeks solutions that remain feasible and near-optimal across a range of plausible scenarios or uncertain data realizations. RGP is particularly valuable in planning problems where goals are aspirational and input data carries inherent variability or estimation error. | Multi-Objective Goal Programming (MOGP) is a mathematical programming technique that simultaneously pursues several aspirational targets by minimizing weighted deviations from each goal. Rooted in Charnes and Cooper's original goal programming framework (1961), MOGP extends it to handle multiple competing objectives, making it indispensable in operations research, supply chain design, resource allocation, and policy analysis where decision-makers must satisfy — or come close to — multiple conflicting requirements at once. |
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