Title :
A New Immune Optimization Algorithm for Delay-constrained Multicast Routing Problem
Author :
Wenyong, Dong ; Yuanxiang, Li ; Jun, Qin
Author_Institution :
Comput. Sch., Wuhan Univ.
Abstract :
A kind of new immune optimization algorithm (IOA) to solve delay-constrained multicasting problem (DCMP) is proposed. IOA simulates the interaction between antigens and antibodies in immune system. This simulation escapes the difficulties faced by penalty methods when dealing with constraints. In IOA, a new initial population generating method is given in order to ensure global search. Additionally, to speed up the search, a heuristic operator designed for the construction of multicast trees is used and another operator inspired by immune clone model is also proposed. The initial simulated experiments show that IOA is very promising and these two operators work very well for DCMP
Keywords :
delays; multicast communication; optimisation; telecommunication network routing; delay-constrained multicast routing problem; immune clone model; immune optimization algorithm; multicast trees; Computational modeling; Delay; Heuristic algorithms; Multicast algorithms; Multicast communication; Multicast protocols; Network topology; Routing; Scalability; Software engineering;
Conference_Titel :
Neural Networks and Brain, 2005. ICNN&B '05. International Conference on
Conference_Location :
Beijing
Print_ISBN :
0-7803-9422-4
DOI :
10.1109/ICNNB.2005.1614570