This survey presents major results and issues related to the study of NPO problems in dynamic environments, that is, in settings where instances are allowed to undergo some modifications over time. In particular, the survey focuses on two complementary frameworks. The first one is the reoptimization framework, where an instance I that is already solved undergoes some local perturbation. The goal is then to make use of the information provided by the initial solution to compute a new solution. The second framework is probabilistic optimization, where the instance to optimize is not fully known at the time when a solution is to be proposed, but results from a determined Bernoulli process. Then, the goal is to compute a solution with optimal expected value.
Mots-clés : approximation, reoptimization, hereditary problem, complexity, graph, on-line algorithms, probabilistic optimization
@article{RO_2011__45_3_241_0,
author = {Boria, Nicolas and Paschos, Vangelis T.},
title = {A survey on combinatorial optimization in dynamic environments},
journal = {RAIRO - Operations Research - Recherche Op\'erationnelle},
pages = {241--294},
publisher = {EDP-Sciences},
volume = {45},
number = {3},
year = {2011},
doi = {10.1051/ro/2011114},
zbl = {1254.90186},
language = {en},
url = {http://www.numdam.org/articles/10.1051/ro/2011114/}
}
TY - JOUR AU - Boria, Nicolas AU - Paschos, Vangelis T. TI - A survey on combinatorial optimization in dynamic environments JO - RAIRO - Operations Research - Recherche Opérationnelle PY - 2011 SP - 241 EP - 294 VL - 45 IS - 3 PB - EDP-Sciences UR - http://www.numdam.org/articles/10.1051/ro/2011114/ DO - 10.1051/ro/2011114 LA - en ID - RO_2011__45_3_241_0 ER -
%0 Journal Article %A Boria, Nicolas %A Paschos, Vangelis T. %T A survey on combinatorial optimization in dynamic environments %J RAIRO - Operations Research - Recherche Opérationnelle %D 2011 %P 241-294 %V 45 %N 3 %I EDP-Sciences %U http://www.numdam.org/articles/10.1051/ro/2011114/ %R 10.1051/ro/2011114 %G en %F RO_2011__45_3_241_0
Boria, Nicolas; Paschos, Vangelis T. A survey on combinatorial optimization in dynamic environments. RAIRO - Operations Research - Recherche Opérationnelle, Tome 45 (2011) no. 3, pp. 241-294. doi : 10.1051/ro/2011114. http://www.numdam.org/articles/10.1051/ro/2011114/
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