Fuzzy generalized network approach for solving an optimization model for routing in B-ISDN

Citation
E. Aboelela et C. Douligeris, Fuzzy generalized network approach for solving an optimization model for routing in B-ISDN, TELECOM SYS, 12(2-3), 1999, pp. 237-263
Citations number
34
Categorie Soggetti
Information Tecnology & Communication Systems
Journal title
TELECOMMUNICATION SYSTEMS
ISSN journal
10184864 → ACNP
Volume
12
Issue
2-3
Year of publication
1999
Pages
237 - 263
Database
ISI
SICI code
1018-4864(1999)12:2-3<237:FGNAFS>2.0.ZU;2-Q
Abstract
Routing algorithms are required to guarantee the various quality of service (QoS) characteristics requested by the wide range of applications supporte d by Broadband Integrated Services Digital Networks (B-ISDN). In this paper the routing problem is formulated as a fuzzy multiobjective optimization m odel. The fuzzy approach allows for the inclusion and evaluation of several criteria simultaneously. The proposed model takes into consideration the b alancing of the load in the network to avoid link saturation and hence the possibility of congestion. A hybrid approach that combines the generalized network concept with the technique of fuzzy programming is recommended to s olve the model. The efficiency and applicability of the model is tested und er different load conditions by studying several measures of performance.