Title :
Fuzzy Optimization Models for the Design of WDM Networks
Author :
Melián, Belén ; Verdegay, José Luis
Author_Institution :
Univ. de La Laguna, La Laguna
fDate :
4/1/2008 12:00:00 AM
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;
Journal_Title :
Fuzzy Systems, IEEE Transactions on
DOI :
10.1109/TFUZZ.2007.895936