An Electromagnetism-Like Method for the Maximum Set Splitting Problemtf1ft
Yugoslav journal of operations research, Tome 23 (2013) no. 1, p. 31
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In this paper, an electromagnetism-like approach (EM) for solving the
maximum set splitting problem (MSSP) is applied. Hybrid approach consisting of the
movement based on the attraction-repulsion mechanisms combined with the proposed
scaling technique directs EM to promising search regions. Fast implementation of the
local search procedure additionally improves the efficiency of overall EM system. The
performance of the proposed EM approach is evaluated on two classes of instances from
the literature: minimum hitting set and Steiner triple systems. The results show, except in
one case, that EM reaches optimal solutions up to 500 elements and 50000 subsets on
minimum hitting set instances. It also reaches all optimal/best-known solutions for
Steiner triple systems.
Classification :
90C59, 90C27.
Keywords: electromagnetism-like metaheuristic, combinatorial optimization, maximum
Keywords: electromagnetism-like metaheuristic, combinatorial optimization, maximum
@article{YJOR_2013_23_1_a2,
author = {Jozef Kratica},
title = {An {Electromagnetism-Like} {Method} for the {Maximum} {Set} {Splitting} {Problemtf1ft}},
journal = {Yugoslav journal of operations research},
pages = {31 },
year = {2013},
volume = {23},
number = {1},
language = {en},
url = {http://geodesic.mathdoc.fr/item/YJOR_2013_23_1_a2/}
}
Jozef Kratica. An Electromagnetism-Like Method for the Maximum Set Splitting Problemtf1ft. Yugoslav journal of operations research, Tome 23 (2013) no. 1, p. 31 . http://geodesic.mathdoc.fr/item/YJOR_2013_23_1_a2/