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We describe a two-stage robust optimization approach for solving network flow and design problems with uncertain demand. In two-stage network optimization, one defers a subset of the flow decisions ...
Conclusions Accounting for uncertainties in the optimization process resulted in designs that are less sensitive to uncertainties. The standard deviation of the choke mass flow was reduced by 33% and ...
Saudi scientists created a new deep learning technique based on distributionally robust optimization (DRO) to identify the most suitable locations for utility scale wind and solar power projects ...
Krzysztof Postek, Aharon Ben-Tal, Dick den Hertog, Bertrand Melenberg, Robust Optimization with Ambiguous Stochastic Constraints Under Mean and Dispersion Information, Operations Research, Vol. 66, No ...
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