This paper presents a Greedy Randomized Adaptive Search Procedure (GRASP) for the Prize-Collecting Covering Tour Problem (PCCTP), which is the problem of finding a route for traveling teams that provide services to communities geographically distant from large urban locations. We devised a novel hybrid heuristic by combining a reactive extension of the GRASP with Random Variable Neighborhood Search (VND) meta-heuristic for the purpose of solving the PCCTP. Computational experiments were conducted on a PCCTP benchmark from the literature, and the results demonstrate our approach provides a significant improvement in solving PCCTP and comparable with the state-of-the-art, mainly regarding the computational processing time.
Keywords: Prize-collecting covering tour problem, hybrid heuristic, GRASP, VND
@article{RO_2021__55_3_1441_0,
author = {Cl{\'\i}maco, Glaubos and Rosseti, Isabel and Silva, Rog\'erioda and Guerine, Marcos},
title = {Reactive {GRASP} for the {Prize-collecting} {Covering} {Tour} {Problem}},
journal = {RAIRO. Operations Research},
pages = {1441--1457},
year = {2021},
publisher = {EDP-Sciences},
volume = {55},
number = {3},
doi = {10.1051/ro/2021057},
mrnumber = {4269474},
zbl = {1471.90093},
language = {en},
url = {https://www.numdam.org/articles/10.1051/ro/2021057/}
}
TY - JOUR AU - Clímaco, Glaubos AU - Rosseti, Isabel AU - Silva, Rogérioda AU - Guerine, Marcos TI - Reactive GRASP for the Prize-collecting Covering Tour Problem JO - RAIRO. Operations Research PY - 2021 SP - 1441 EP - 1457 VL - 55 IS - 3 PB - EDP-Sciences UR - https://www.numdam.org/articles/10.1051/ro/2021057/ DO - 10.1051/ro/2021057 LA - en ID - RO_2021__55_3_1441_0 ER -
%0 Journal Article %A Clímaco, Glaubos %A Rosseti, Isabel %A Silva, Rogérioda %A Guerine, Marcos %T Reactive GRASP for the Prize-collecting Covering Tour Problem %J RAIRO. Operations Research %D 2021 %P 1441-1457 %V 55 %N 3 %I EDP-Sciences %U https://www.numdam.org/articles/10.1051/ro/2021057/ %R 10.1051/ro/2021057 %G en %F RO_2021__55_3_1441_0
Clímaco, Glaubos; Rosseti, Isabel; Silva, Rogérioda; Guerine, Marcos. Reactive GRASP for the Prize-collecting Covering Tour Problem. RAIRO. Operations Research, Tome 55 (2021) no. 3, pp. 1441-1457. doi: 10.1051/ro/2021057
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