Solving the Task Assignment Problem with a Variable Neighborhood Search
Serdica Journal of Computing, Tome 4 (2010) no. 4, pp. 435-446
Cet article a éte moissonné depuis la source Bulgarian Digital Mathematics Library
In this paper a variable neighborhood search (VNS) approach
for the task assignment problem (TAP) is considered. An appropriate neighborhood
scheme along with a shaking operator and local search procedure
are constructed specifically for this problem. The computational results are
presented for the instances from the literature, and compared to optimal
solutions obtained by the CPLEX solver and heuristic solutions generated
by the genetic algorithm. It can be seen that the proposed VNS approach
reaches all optimal solutions in a quite short amount of computational time.
Keywords:
Task Assignment, Multiprocessor Systems, Variable Neighborhood Search, Assignment Problems, Combinatorial Optimization
@article{SJC_2010_4_4_a2,
author = {Kratica, Jozef and Savi\'c, Aleksandar and Filipovi\'c, Vladimir and Milanovi\'c, Marija},
title = {Solving the {Task} {Assignment} {Problem} with a {Variable} {Neighborhood} {Search}},
journal = {Serdica Journal of Computing},
pages = {435--446},
year = {2010},
volume = {4},
number = {4},
language = {en},
url = {http://geodesic.mathdoc.fr/item/SJC_2010_4_4_a2/}
}
TY - JOUR AU - Kratica, Jozef AU - Savić, Aleksandar AU - Filipović, Vladimir AU - Milanović, Marija TI - Solving the Task Assignment Problem with a Variable Neighborhood Search JO - Serdica Journal of Computing PY - 2010 SP - 435 EP - 446 VL - 4 IS - 4 UR - http://geodesic.mathdoc.fr/item/SJC_2010_4_4_a2/ LA - en ID - SJC_2010_4_4_a2 ER -
%0 Journal Article %A Kratica, Jozef %A Savić, Aleksandar %A Filipović, Vladimir %A Milanović, Marija %T Solving the Task Assignment Problem with a Variable Neighborhood Search %J Serdica Journal of Computing %D 2010 %P 435-446 %V 4 %N 4 %U http://geodesic.mathdoc.fr/item/SJC_2010_4_4_a2/ %G en %F SJC_2010_4_4_a2
Kratica, Jozef; Savić, Aleksandar; Filipović, Vladimir; Milanović, Marija. Solving the Task Assignment Problem with a Variable Neighborhood Search. Serdica Journal of Computing, Tome 4 (2010) no. 4, pp. 435-446. http://geodesic.mathdoc.fr/item/SJC_2010_4_4_a2/