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Устойчиво целево програмиране×Стохастично целево програмиране×
ОбластСимулационно моделиранеСимулационно моделиране
СемействоProcess / pipelineProcess / pipeline
Година на възникване1961 (GP); 1990s (robust extension)1968
СъздателCharnes, A. & Cooper, W. W. (goal programming); Mulvey, J. M. et al. (robust optimization framework)Contini, B. (building on Charnes & Cooper's chance-constrained programming)
ТипMathematical programming under uncertaintyStochastic multi-goal optimization
Основополагащ източникCharnes, A., Cooper, W. W. (1961). Management Models and Industrial Applications of Linear Programming. Wiley, New York. ISBN: 9780471155041Contini, B. (1968). A stochastic approach to goal programming. Operations Research, 16(3), 576–586. DOI ↗
Други названияRGP, Goal Programming under Uncertainty, Robust GP, Uncertainty-Aware Goal ProgrammingSGP, Stochastic GP, Chance-Constrained Goal Programming, Probabilistic Goal Programming
Свързани56
РезюмеRobust 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.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.
ScholarGateНабор от данни
  1. v1
  2. 2 Източници
  3. PUBLISHED
  1. v1
  2. 2 Източници
  3. PUBLISHED

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ScholarGateСравнение на методи: Robust goal programming · Stochastic Goal Programming. Извлечено на 2026-06-15 от https://scholargate.app/bg/compare