New Variable Neighborhood Search Based 0-1 MIP Heuristics
Yugoslav journal of operations research, Tome 25 (2015) no. 3, p. 343
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Abstract: In recent years many so-called matheuristics have been proposed for
solving Mixed Integer Programming (MIP) problems. Though most of them are
very efficient, they do not all theoretically converge to an optimal solution. In
this paper we suggest two matheuristics, based on the variable neighborhood
decomposition search (VNDS), and we prove their convergence. Our approach is
computationally competitive with the current state-of-the-art heuristics, and on a
standard benchmark of 59 0-1 MIP instances, our best heuristic achieves similar
solution quality to that of a recently publishedVNDS heuristic for 0-1 MIPs within
a shorter execution time.
Classification :
90C11;90C27.
Keywords: Keywords: 0-1Mixed integer programming, Matheuristics, Variable neighborhood search, Pseudo-cuts, Convergence.
Keywords: Keywords: 0-1Mixed integer programming, Matheuristics, Variable neighborhood search, Pseudo-cuts, Convergence.
@article{YJOR_2015_25_3_a1,
author = {Said Hanafi and Jasmina Lazi\'c and Nenad Mladenovi\'c and Christophe Wilbaut and Igor Crevits},
title = {New {Variable} {Neighborhood} {Search} {Based} 0-1 {MIP} {Heuristics}},
journal = {Yugoslav journal of operations research},
pages = {343 },
year = {2015},
volume = {25},
number = {3},
language = {en},
url = {http://geodesic.mathdoc.fr/item/YJOR_2015_25_3_a1/}
}
TY - JOUR AU - Said Hanafi AU - Jasmina Lazić AU - Nenad Mladenović AU - Christophe Wilbaut AU - Igor Crevits TI - New Variable Neighborhood Search Based 0-1 MIP Heuristics JO - Yugoslav journal of operations research PY - 2015 SP - 343 VL - 25 IS - 3 UR - http://geodesic.mathdoc.fr/item/YJOR_2015_25_3_a1/ LA - en ID - YJOR_2015_25_3_a1 ER -
%0 Journal Article %A Said Hanafi %A Jasmina Lazić %A Nenad Mladenović %A Christophe Wilbaut %A Igor Crevits %T New Variable Neighborhood Search Based 0-1 MIP Heuristics %J Yugoslav journal of operations research %D 2015 %P 343 %V 25 %N 3 %U http://geodesic.mathdoc.fr/item/YJOR_2015_25_3_a1/ %G en %F YJOR_2015_25_3_a1
Said Hanafi; Jasmina Lazić; Nenad Mladenović; Christophe Wilbaut; Igor Crevits. New Variable Neighborhood Search Based 0-1 MIP Heuristics. Yugoslav journal of operations research, Tome 25 (2015) no. 3, p. 343 . http://geodesic.mathdoc.fr/item/YJOR_2015_25_3_a1/