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Programació per Objectius Robusta×Programació Lineal Robusta×
CampSimulacióSimulació
FamíliaProcess / pipelineProcess / pipeline
Any d'origen1961 (GP); 1990s (robust extension)1999–2004
Autor originalCharnes, A. & Cooper, W. W. (goal programming); Mulvey, J. M. et al. (robust optimization framework)Ben-Tal, A. and Nemirovski, A.; further developed by Bertsimas, D. and Sim, M.
TipusMathematical programming under uncertaintyUncertainty-robust linear optimization
Font seminalCharnes, A., Cooper, W. W. (1961). Management Models and Industrial Applications of Linear Programming. Wiley, New York. ISBN: 9780471155041Bertsimas, D., Sim, M. (2004). The price of robustness. Operations Research, 52(1), 35–53. DOI ↗
ÀliesRGP, Goal Programming under Uncertainty, Robust GP, Uncertainty-Aware Goal ProgrammingRLP, Robust LP, Tractable Robust LP, Uncertainty-Set LP
Relacionats55
ResumRobust 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.Robust Linear Programming (RLP) extends classical linear programming to handle uncertainty in problem data — cost coefficients, constraint coefficients, or right-hand sides — by requiring solutions to remain feasible and near-optimal across all realizations of uncertain parameters within a defined uncertainty set. It replaces probabilistic assumptions with worst-case guarantees, making it practical when distributional knowledge is limited.
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ScholarGateCompara mètodes: Robust goal programming · Robust Linear Programming. Recuperat el 2026-06-15 de https://scholargate.app/ca/compare