IEEE/ACM Transactions on Networking (TON)
ACM Transactions on Mathematical Software (TOMS)
Optical networks: a practical perspective
Optical networks: a practical perspective
Efficient algorithms for routing dependable connections in WDM optical networks
IEEE/ACM Transactions on Networking (TON)
Genetic Algorithms in Search, Optimization and Machine Learning
Genetic Algorithms in Search, Optimization and Machine Learning
Fixed-alternate routing and wavelength conversion in wavelength-routed optical networks
IEEE/ACM Transactions on Networking (TON)
IEICE - Transactions on Information and Systems
AntNet: distributed stigmergetic control for communications networks
Journal of Artificial Intelligence Research
State-of-the-art progress in developing survivable routing schemes in mesh WDM networks
IEEE Communications Surveys & Tutorials
A Tabu Search algorithm for dynamic routing in ATM cell-switching networks
Applied Soft Computing
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In this paper, we study the dynamic survivable routing problem, both in optical networks without wavelength conversion and in optical networks with sparse wavelength conversion, and propose a novel hybrid algorithm for it based on the combination of mobile agents technique and genetic algorithms (GA). By keeping a suitable number of mobile agents in the network to cooperatively explore the network states and continuously report cycles (that are formed by two disjoint-link routes) into the routing tables, our new hybrid algorithm can promptly determine the first population of cycles for a new request based on the routing table of its source node, without the time consuming process associated with current GA-based lightpath protection schemes. We further improve the performance of our algorithm by introducing a more advanced fitness function that is suitable for both the above networks. Extensive simulation studies on the ns-2 network simulator show that our hybrid algorithm achieves a significantly lower blocking probability than the conventional survivable routing algorithms for all the cases we studied.