Title :
A Path Relinking Approach for Delay-Constrained Least-Cost Multicast Routing Problem
Author :
Ghaboosi, Nejla ; Haghighat, Abolfazl T.
Author_Institution :
Islamic Azad Univ., Tehran
Abstract :
Path relinking is an evolutionary approach for solving a diverse array of optimization problems. The NP-complete Steiner tree problem is a fundamental component of many real world telecommunication applications and is a critical structure underlying multicast communications. This paper describes a novel path relinking algorithm for the delay- constrained least-cost multicast routing problem. Computational results on various random generated networks indicate that our proposed path relinking algorithm results in the best overall performance with regard to total tree cost in comparison with other existing algorithms and heuristics.
Keywords :
evolutionary computation; multicast communication; telecommunication network routing; trees (mathematics); NP-complete Steiner tree problem; delay-constrained least-cost multicast routing; evolutionary approach; path relinking algorithm; Artificial intelligence; Costs; Delay; Heuristic algorithms; Multicast algorithms; Polynomials; Quality of service; Routing; Telecommunication computing; Tree graphs;
Conference_Titel :
Tools with Artificial Intelligence, 2007. ICTAI 2007. 19th IEEE International Conference on
Conference_Location :
Patras
Print_ISBN :
978-0-7695-3015-4
DOI :
10.1109/ICTAI.2007.17