DocumentCode :
1096378
Title :
Fuzzy Optimization Models for the Design of WDM Networks
Author :
Melián, Belén ; Verdegay, José Luis
Author_Institution :
Univ. de La Laguna, La Laguna
Volume :
16
Issue :
2
fYear :
2008
fDate :
4/1/2008 12:00:00 AM
Firstpage :
466
Lastpage :
476
Abstract :
The wavelength-division multiplexing network design problem is considered in this paper. The literature is replete with prescriptive integer programming models for various versions of wavelength-division multiplexing network design problems, but in no case they consider the real situation of solving them taking into account their inherent vagueness. In this paper, this vagueness is assumed and handled by means of fuzzy sets based methodologies. In particular, two fuzzy integer linear programming models are proposed to be used as auxiliary models for solving the former problem. As an original way to effectively solve these models obtaining cost-effective network designs, we use three metaheuristic procedures that are compared among them.
Keywords :
fuzzy set theory; integer programming; linear programming; wavelength division multiplexing; fuzzy optimization models; fuzzy sets based methodologies; integer programming models; wavelength-division multiplexing network design; Fuzzy integer programming; heuristics; soft computing; wavelength-division multiplex (WDM) networks;
fLanguage :
English
Journal_Title :
Fuzzy Systems, IEEE Transactions on
Publisher :
ieee
ISSN :
1063-6706
Type :
jour
DOI :
10.1109/TFUZZ.2007.895936
Filename :
4469892
Link To Document :
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