Trip distribution deals with estimation of trips distributed among origins and destinations and is one of the important stages in transportation planning. Since in the real world, trip distribution models often have more than one objective, multi-objective models are developed to cope with a set of conflict goals in this area. In a proposed method of adapted non-dominated sorting algorithm (ANS...

In this paper‎, ‎we introduce and study some new single-valued gap functions for non-differentiable semi-infinite multiobjective optimization problems with locally Lipschitz data‎. ‎Since one of the fundamental properties of gap function for optimization problems is its abilities in characterizing the solutions of the problem in question‎, ‎then the essential properties of the newly introduced ...

While trade-offs between modeling effort and model accuracy remain a major concern with system identification, resorting to data-driven methods often leads complete disregard for physical plausibility. To address this issue, we propose physics-guided hybrid approach non-autonomous systems under control. Starting from traditional physics-based model, is extended by recurrent neural network train...