Title :
Dynamic lightpath protection in WDM optical networks using ant-based mobile agents
Author :
Ngo, Son Hong ; Jiang, Xiaohong ; Horiguchi, Susumu
Author_Institution :
Graduate Sch. of Inf. Sci., JAIST, Ishikawa, Japan
Abstract :
In this paper, we consider the problem of dynamic lightpath protection in survivable WDM networks with single link failure model. Our work concerns in how to dynamically determine a protection cycle to establish a dependable lightpath with fault-tolerance requirement. This problem is identified as NP-complete, thus a heuristic for finding near optimal solution with reasonable computation time is usually preferred. Inspired from the principle of ant colony optimization, we develop in this paper an ant-based mobile agents algorithm for this problem with improved blocking performance. To enable the new ant-based algorithm, we propose to use on each network node both a routing table that contains a set of feasible cycles between source destination nodes and also a pheromone table for mobile agents. By keeping a suitable number of mobile agents in a network to continually and proactively update the cycles in a routing table based on the current network congestion state, the routing solution of a connection request can be obtained based on simply a local searching with a reasonable computation time. Extensive simulation results upon the ns-2 network simulator show that our new algorithm can achieve a significantly lower blocking probability than the promising algorithm for dynamic lightpath protection with a comparable computation complexity.
Keywords :
artificial life; computational complexity; mobile agents; optical communication; optimisation; wavelength division multiplexing; NP-complete problem; WDM optical networks; ant colony optimization; ant-based mobile agents; ant-based mobile agents algorithm; computation complexity; dynamic lightpath protection problem; link failure model; Ant colony optimization; Computational modeling; Computer networks; Fault tolerance; Mobile agents; Optical fiber networks; Protection; Routing; WDM networks; Wavelength division multiplexing;
Conference_Titel :
Intelligent Agent Technology, IEEE/WIC/ACM International Conference on
Print_ISBN :
0-7695-2416-8
DOI :
10.1109/IAT.2005.68