Results 251 to 260 of about 3,143,268 (283)

Generalized Robust Optimization using the Notion of Set-Valued Probability. [PDF]

J Optim Theory Appl
Torre D, Mendivil F, Rocca M.
europepmc   +1 more source

Multi-stage robust and multi-role integrated allocation of emergency resources for hazard-induced disasters. [PDF]

Sci Rep
Wu X, Zou K, Kang W.
europepmc   +1 more source

Stochastic optimization framework for microgrid energy management integrating electric vehicles, renewable sources, and storage. [PDF]

Sci Rep
Ali ZM, Mostafa MH.
europepmc   +1 more source

Optimizing vaccine allocation: a review of epidemiological models with behavioral adaptation. [PDF]

Clin Exp Vaccine Res
Gudeli R, Mangu K, Agarwal H.
europepmc   +1 more source

Adaptive Distributionally Robust Optimization

Management Science, 2019
We develop a modular and tractable framework for solving an adaptive distributionally robust linear optimization problem, where we minimize the worst-case expected cost over an ambiguity set of probability distributions. The adaptive distributionally robust optimization framework caters for dynamic decision making, where decisions adapt to the ...
Dimitris Bertsimas, Melvyn Sim, Meilin Zhang   +2 more
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Distributionally Robust Optimization

2021
The robust optimization methodology that we have introduced so far is built on a fundamental modeling approach, that is based on set-theoretic, deterministic uncertainty models.
Xu Andy Sun, Antonio J. Conejo
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Distributionally Robust Optimization in Possibilistic Setting

2021 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2021
In this paper a class of optimization problems with uncertain constraint coefficients is discussed. Namely, for each ill-known coefficient a possibility distribution, being a membership function of a fuzzy interval, is specified. In a possibilistic interpretation, the induced possibility distribution in the set of constraint coefficient realizations ...
Romain Guillaume, Adam Kasperski, Pawel Zielinski 0001   +2 more
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Distributionally robust modeling of optimal control

Operations Research Letters, 2022
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
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Distributionally Robust Chance Constrained Geometric Optimization

Mathematics of Operations Research, 2022
This paper discusses distributionally robust geometric programs with individual or joint chance constraints. Several groups of uncertainty sets are considered: uncertainty sets with first two order moments information; uncertainty sets with known first order or first two order moments information under nonnegative support; uncertainty sets constrained
Jia Liu 0066, Abdel Lisser, Zhiping Chen 0001   +2 more
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