Uncertainties are the most significant challenges in the smart power system, necessitating
the use of precise techniques to deal with them properly. Such problems could be effectively …

There are some uncertain kinetic parameters in microbial fermentation system because of
the unclear intracellular metabolic mechanisms. Considering the affection of these uncertain …

The huge availability of data in the last decade has raised the opportunity for the better use
of data in decision-making processes. The idea of using the existing data to achieve a more …

The existent methods for constructing ambiguity sets in distributionally robust optimization
often suffer from over-conservativeness and inefficient utilization of available data. To …

We tackle stochastic programs affected by ambiguity about the probability law that governs
their uncertain parameters. Using Optimal Transport Theory, we construct an ambiguity set …

Nowadays, a large amount of varied data is being generated which, when made available to
the decision maker, constitutes a valuable resource in optimization problems. These data …