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This paper presents a migration strategy for a set of mobile agents (MAs) in order to satisfy customers' requests in a transport network, through a multimodal information system. In this context, we propose an optimization solution which operates on two levels. The first one aims to constitute a set of MAs building their routes, called Workplans. At this level, Workplans must incorporate all nodes, representing information providers in the multimodal network, in order to explore it completely. Thanks to an evolutionary approach, the second level must optimize nodes selection in order to increase the number of satisfied users. The assignment of network nodes to the required services must be followed by a Workplan update procedure in order to deduce final routes paths. Finally, simulation results are mentioned to invoke the different steps of our adopted approach.
Keywords: mobile agents, evolutionary algorithms, multimodal information system, multimodal transport network
Zgaya, Hayfa ; Hammadi, Slim ; Ghédira, Khaled 1
@article{RO_2008__42_1_35_0,
author = {Zgaya, Hayfa and Hammadi, Slim and Gh\'edira, Khaled},
title = {Combination of mobile agent and evolutionary algorithm to optimize the client transport services},
journal = {RAIRO - Operations Research - Recherche Op\'erationnelle},
pages = {35--67},
publisher = {EDP-Sciences},
volume = {42},
number = {1},
year = {2008},
doi = {10.1051/ro:2008002},
mrnumber = {2400274},
zbl = {1170.90329},
language = {en},
url = {http://geodesic.mathdoc.fr/articles/10.1051/ro:2008002/}
}
TY - JOUR AU - Zgaya, Hayfa AU - Hammadi, Slim AU - Ghédira, Khaled TI - Combination of mobile agent and evolutionary algorithm to optimize the client transport services JO - RAIRO - Operations Research - Recherche Opérationnelle PY - 2008 SP - 35 EP - 67 VL - 42 IS - 1 PB - EDP-Sciences UR - http://geodesic.mathdoc.fr/articles/10.1051/ro:2008002/ DO - 10.1051/ro:2008002 LA - en ID - RO_2008__42_1_35_0 ER -
%0 Journal Article %A Zgaya, Hayfa %A Hammadi, Slim %A Ghédira, Khaled %T Combination of mobile agent and evolutionary algorithm to optimize the client transport services %J RAIRO - Operations Research - Recherche Opérationnelle %D 2008 %P 35-67 %V 42 %N 1 %I EDP-Sciences %U http://geodesic.mathdoc.fr/articles/10.1051/ro:2008002/ %R 10.1051/ro:2008002 %G en %F RO_2008__42_1_35_0
Zgaya, Hayfa; Hammadi, Slim; Ghédira, Khaled. Combination of mobile agent and evolutionary algorithm to optimize the client transport services. RAIRO - Operations Research - Recherche Opérationnelle, Tome 42 (2008) no. 1, pp. 35-67. doi: 10.1051/ro:2008002
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