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Stochastické lineárne programovanie×Stochastické programovanie so zmiešanými celočíselnými premennými×
OdborSimuláciaSimulácia
RodinaProcess / pipelineProcess / pipeline
Rok vzniku19551990s–2000s
TvorcaGeorge B. DantzigBirge, J. R.; Louveaux, F.; Sen, S.
TypStochastic optimization modelStochastic optimization model
Pôvodný zdrojDantzig, G. B., & Madansky, A. (1961). On the solution of two-stage linear programs under uncertainty. Proceedings of the Fourth Berkeley Symposium on Mathematical Statistics and Probability, 1, 165–176. link ↗Birge, J. R., & Louveaux, F. (1997). Introduction to Stochastic Programming. Springer Series in Operations Research. New York: Springer. ISBN: 9780387982175
Ďalšie názvySLP, Stochastic LP, Linear Programming under Uncertainty, Two-Stage SLPSMIP, Stochastic MIP, Mixed-Integer Stochastic Programming, SMILP
Príbuzné55
ZhrnutieStochastic Linear Programming (SLP) extends classical linear programming to settings where some model parameters — costs, demands, resource availability — are uncertain and modeled as random variables. By optimizing expected costs over a probability distribution of scenarios, SLP produces decisions that remain feasible and near-optimal across a range of possible futures rather than for a single assumed state of the world.Stochastic Mixed-Integer Programming (SMIP) is an optimization framework that finds the best mix of binary, integer, and continuous decisions when key parameters — costs, demands, capacities — are uncertain and modeled as probability distributions over a set of scenarios. It extends classical MIP by embedding scenario trees or expected-value objectives that hedge against uncertainty while respecting combinatorial constraints.
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ScholarGatePorovnať metódy: Stochastic Linear Programming · Stochastic Mixed-Integer Programming. Získané 2026-06-15 z https://scholargate.app/sk/compare