方法对比
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| 随机目标规划× | 目标规划× | |
|---|---|---|
| 领域≠ | 仿真 | 决策 |
| 方法族≠ | Process / pipeline | MCDM |
| 起源年份≠ | 1968 | 1955 |
| 提出者≠ | Contini, B. (building on Charnes & Cooper's chance-constrained programming) | Charnes, A., Cooper, W. W. |
| 类型≠ | Stochastic multi-goal optimization | Multi-objective optimisation — weighted/lexicographic goal deviation minimisation |
| 开创性文献≠ | Contini, B. (1968). A stochastic approach to goal programming. Operations Research, 16(3), 576–586. DOI ↗ | Charnes, A., Cooper, W. W. (1955). Optimal estimation of executive compensation by linear programming. Management Science DOI ↗ |
| 别名≠ | SGP, Stochastic GP, Chance-Constrained Goal Programming, Probabilistic Goal Programming | — |
| 相关≠ | 6 | 8 |
| 摘要≠ | Stochastic Goal Programming (SGP) extends classical goal programming to handle uncertainty in goal targets, constraint coefficients, or right-hand-side parameters. By incorporating probabilistic constraints and stochastic objective components, it finds solutions that satisfy multiple goals at acceptable probability levels, making it suitable for decision problems where data are inherently uncertain or variable. | GOAL-PROGRAMMING (Goal Programming — Minimise deviations from multiple aspiration levels) is a ranking multi-criteria decision-making (MCDM) method introduced by Charnes, A., Cooper, W. W. in 1955. It turns a decision matrix of alternatives scored on multiple criteria into a structured, reproducible result. |
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