6 citations · 12 across the 6 of their papers we have counts for
3 papers · 1 filter
Enhancing Genetic Algorithms with Graph Neural Networks: A Timetabling Case Study
Laura-Maria Cornei, Mihaela-Elena Breabăn
This paper investigates the impact of hybridizing a multi-modal Genetic Algorithm with a Graph Neural Network for timetabling optimization. The Graph Neural Network is designed to…
SOM-Guided Evolutionary Search for Solving MinMax Multiple-TSP
Vlad-Ioan Lupoaie, Ivona-Alexandra Chili, Mihaela Elena Breaban +1
Multiple-TSP, also abbreviated in the literature as mTSP, is an extension of the Traveling Salesman Problem that lies at the core of many variants of the Vehicle Routing problem of…
Tackling Dynamic Vehicle Routing Problem with Time Windows by means of Ant Colony System
Raluca Necula, Mihaela Breaban, Madalina Raschip
The Dynamic Vehicle Routing Problem with Time Windows (DVRPTW) is an extension of the well-known Vehicle Routing Problem (VRP), which takes into account the dynamic nature of the p…