A Hybrid VNS Matheuristic for a Bin Packing Problem With a Color Constraint
Yugoslav journal of operations research, Tome 31 (2021) no. 3, p. 285
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We study a new variant of the bin packing problem with a color constraint.
Given a finite set of items, each item has a set of colors. Each bin has a color capacity, the
total number of colors for a bin is the unification of colors for its items and cannot exceed
the bin capacity. We need to pack all items into the minimal number of bins. For this
NP-hard problem, we present approximability results and design a hybrid matheuristic
based on the column generation technique. A hybrid VNS heuristic is applied to the
pricing problem. The column generation method provides a lower bound and a core
subset of the most promising bin patterns. Fast heuristics and exact solution for this
core produce upper bounds. Computational experiments for test instances with number
of items up to 500 illustrate the efficiency of the approach.
Classification :
90B85, 90C26
Keywords: VNS, Matheuristic, Local Search, Large Neighborhood, Column Generation
Keywords: VNS, Matheuristic, Local Search, Large Neighborhood, Column Generation
@article{YJOR_2021_31_3_a0,
author = {Yury Kochetov and Arteam Kondakov},
title = {A {Hybrid} {VNS} {Matheuristic} for a {Bin} {Packing} {Problem} {With} a {Color} {Constraint}},
journal = {Yugoslav journal of operations research},
pages = {285 },
year = {2021},
volume = {31},
number = {3},
language = {en},
url = {http://geodesic.mathdoc.fr/item/YJOR_2021_31_3_a0/}
}
TY - JOUR AU - Yury Kochetov AU - Arteam Kondakov TI - A Hybrid VNS Matheuristic for a Bin Packing Problem With a Color Constraint JO - Yugoslav journal of operations research PY - 2021 SP - 285 VL - 31 IS - 3 UR - http://geodesic.mathdoc.fr/item/YJOR_2021_31_3_a0/ LA - en ID - YJOR_2021_31_3_a0 ER -
Yury Kochetov; Arteam Kondakov. A Hybrid VNS Matheuristic for a Bin Packing Problem With a Color Constraint. Yugoslav journal of operations research, Tome 31 (2021) no. 3, p. 285 . http://geodesic.mathdoc.fr/item/YJOR_2021_31_3_a0/