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Stochastické programovanie so zmiešanými celočíselnými premennými×Stochastická multikriteriálna optimalizácia×
OdborSimuláciaSimulácia
RodinaProcess / pipelineProcess / pipeline
Rok vzniku1990s–2000s1990s–2000s
TvorcaBirge, J. R.; Louveaux, F.; Sen, S.Various (Fonseca, Fleming, Deb, Zitzler, and others)
TypStochastic optimization modelStochastic metaheuristic optimization
Pôvodný zdrojBirge, J. R., & Louveaux, F. (1997). Introduction to Stochastic Programming. Springer Series in Operations Research. New York: Springer. ISBN: 9780387982175Deb, K. (2001). Multi-Objective Optimization Using Evolutionary Algorithms. Wiley, Chichester. ISBN: 9780471873396
Ďalšie názvySMIP, Stochastic MIP, Mixed-Integer Stochastic Programming, SMILPSMOO, Stochastic MOO, Multi-objective optimization under uncertainty, Robust multi-objective optimization
Príbuzné55
ZhrnutieStochastic 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.Stochastic Multi-Objective Optimization (SMOO) is a class of methods that simultaneously optimizes two or more conflicting objectives when parameters, costs, or constraints are uncertain or random. Rather than a single optimal solution, it produces a Pareto front of non-dominated solutions, each representing a different balance among objectives under the modeled uncertainty.
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ScholarGatePorovnať metódy: Stochastic Mixed-Integer Programming · Stochastic Multi-Objective Optimization. Získané 2026-06-15 z https://scholargate.app/sk/compare