Hyperparameter search in periodic vehicle routing problem

Abstract

We investigate hyperparameter search strategies for metaheuristic algorithms applied to the periodic vehicle routing problem, using HPC resources to systematically explore the parameter space and identify robust configurations.

Vehicle RoutingMetaheuristicsHyperparameter Optimization

BibTeX

@inproceedings{grakova2019hyperparameter,
  title        = {Hyperparameter search in periodic vehicle routing problem},
  author       = {Grakova, Ekaterina and Golasowski, Martin and Montemanni, Roberto and Slaninov{\'a}, Kate{\v{r}}ina and Martinovi{\v{c}}, Jan and Jamal, Jafar and Janurov{\'a}, Kate{\v{r}}ina and Salani, Matteo},
  booktitle    = {MATEC Web of Conferences},
  volume       = {259},
  pages        = {01003},
  year         = {2019},
  organization = {EDP Sciences}
}