Models and local search algorithms for vehicle routing with returns and time windows
The Bulletin of Irkutsk State University. Series Mathematics, Tome 48 (2024), pp. 95-110
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A vehicle routing problem for servicing objects with the possibility of distributing work between vehicle taking into account time windows is considered. We discuss approaches to constructing integer linear programming models and their modifications. A large neighborhood search algorithm is proposed to find approximate solutions. Here an improving solution is constructed using the “destroy” and “repair” methods at each step. A series of instances with various structures are proposed, in particular demonstrating the reason of returns to objects for vehicles. The results of an experimental evaluation of models and algorithms are presented.
Keywords:
vehicle routing, local search, integer programming, model.
@article{IIGUM_2024_48_a6,
author = {Lidia A. Zaozerskaya and Yulia V. Zakharova},
title = {Models and local search algorithms for vehicle routing with returns and time windows},
journal = {The Bulletin of Irkutsk State University. Series Mathematics},
pages = {95--110},
publisher = {mathdoc},
volume = {48},
year = {2024},
language = {ru},
url = {http://geodesic.mathdoc.fr/item/IIGUM_2024_48_a6/}
}
TY - JOUR AU - Lidia A. Zaozerskaya AU - Yulia V. Zakharova TI - Models and local search algorithms for vehicle routing with returns and time windows JO - The Bulletin of Irkutsk State University. Series Mathematics PY - 2024 SP - 95 EP - 110 VL - 48 PB - mathdoc UR - http://geodesic.mathdoc.fr/item/IIGUM_2024_48_a6/ LA - ru ID - IIGUM_2024_48_a6 ER -
%0 Journal Article %A Lidia A. Zaozerskaya %A Yulia V. Zakharova %T Models and local search algorithms for vehicle routing with returns and time windows %J The Bulletin of Irkutsk State University. Series Mathematics %D 2024 %P 95-110 %V 48 %I mathdoc %U http://geodesic.mathdoc.fr/item/IIGUM_2024_48_a6/ %G ru %F IIGUM_2024_48_a6
Lidia A. Zaozerskaya; Yulia V. Zakharova. Models and local search algorithms for vehicle routing with returns and time windows. The Bulletin of Irkutsk State University. Series Mathematics, Tome 48 (2024), pp. 95-110. http://geodesic.mathdoc.fr/item/IIGUM_2024_48_a6/