Abstract: Evolutionary algorithms (EAs) have shown promise in solving sequential decision problems (SDPs) by simplifying them to static optimization problems and searching for the optimal policy ...

Abstract: In cases of frequent problem-solving of multiobjective optimization tasks from a domain due to changing conditions or problem features, a growing number of individual tasks will be solved ...

For centuries, humans have assumed that our thinking errors set us apart from the rest of the animal kingdom. From misjudging risks to seeing patterns that aren’t there, we like to imagine that our ...

This paper introduces a sequential decomposition strategy based on a rigorous mixed-integer linear programming (MILP) model to address the integrated Production Routing Problem (PRP) of large-scale ...