Redundant trees for preplanned recovery in arbitrary vertex-redundant or edge-redundant graphs
IEEE/ACM Transactions on Networking (TON)
Provisioning algorithms for WDM optical networks
IEEE/ACM Transactions on Networking (TON)
Efficient algorithms for routing dependable connections in WDM optical networks
IEEE/ACM Transactions on Networking (TON)
Evolutionary Computation: The Fossil Record
Evolutionary Computation: The Fossil Record
Genetic Algorithms in Search, Optimization and Machine Learning
Genetic Algorithms in Search, Optimization and Machine Learning
Tabu Search
Telecommunications Optimization: Heuristic and Adaptive Computation Techniques
Telecommunications Optimization: Heuristic and Adaptive Computation Techniques
IEEE/ACM Transactions on Networking (TON)
Spare Capacity Planning Using Survivable Alternate Routing for Long-Haul WDM Networks
ISCC '02 Proceedings of the Seventh International Symposium on Computers and Communications (ISCC'02)
Hierarchical Restoration Scheme for Multiple Failures in GMPLS Networks
ICPPW '02 Proceedings of the 2002 International Conference on Parallel Processing Workshops
Population-Based Incremental Learning: A Method for Integrating Genetic Search Based Function Optimization and Competitive Learning
On Honey Bees and Dynamic Server Allocation in Internet Hosting Centers
Adaptive Behavior - Animals, Animats, Software Agents, Robots, Adaptive Systems
IEEE/ACM Transactions on Networking (TON)
Viral systems: A new bio-inspired optimisation approach
Computers and Operations Research
Routing and wavelength assignment in all-optical networks based on the bee colony optimization
AI Communications - Network Analysis in Natural Sciences and Engineering
SKG '08 Proceedings of the 2008 Fourth International Conference on Semantics, Knowledge and Grid
Swarm Intelligence Inspired Multicast Routing: An Ant Colony Optimization Approach
EvoWorkshops '09 Proceedings of the EvoWorkshops 2009 on Applications of Evolutionary Computing: EvoCOMNET, EvoENVIRONMENT, EvoFIN, EvoGAMES, EvoHOT, EvoIASP, EvoINTERACTION, EvoMUSART, EvoNUM, EvoSTOC, EvoTRANSLOG
Peer-to-Peer Optimization in Large Unreliable Networks with Branch-and-Bound and Particle Swarms
EvoWorkshops '09 Proceedings of the EvoWorkshops 2009 on Applications of Evolutionary Computing: EvoCOMNET, EvoENVIRONMENT, EvoFIN, EvoGAMES, EvoHOT, EvoIASP, EvoINTERACTION, EvoMUSART, EvoNUM, EvoSTOC, EvoTRANSLOG
Discrete Particle Swarm Optimization for Multiple Destination Routing Problems
EvoWorkshops '09 Proceedings of the EvoWorkshops 2009 on Applications of Evolutionary Computing: EvoCOMNET, EvoENVIRONMENT, EvoFIN, EvoGAMES, EvoHOT, EvoIASP, EvoINTERACTION, EvoMUSART, EvoNUM, EvoSTOC, EvoTRANSLOG
Artificial Intelligence Review
Artificial immune system to find a set of k-spanning trees with low costs and distinct topologies
ICARIS'07 Proceedings of the 6th international conference on Artificial immune systems
An AIS-based dynamic routing (AISDR) framework
ICARIS'05 Proceedings of the 4th international conference on Artificial Immune Systems
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
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In this paper, a two-stage evolutionary algorithm is proposed to solve an NP-complete telecommunication problem-all optical wavelength-division multiplexing (WDM) mesh network survivability under shared-risk-link-group (SRLG) constraints. First of all, a novel greedy heuristic with two control parameters is developed to construct feasible solutions of the telecommunication problem. An estimation of distribution algorithm (EDA) with guided mutation is applied to search for optimum settings of the two control parameters in respective two stages. Given the found best control parameters, an optimal solution of the considered problem can be constructed by the greedy heuristic. Experimental results show that the proposed approach compares favorably against the best-known evolutionary-based algorithm in 26 out of 30 test instances in terms of solution quality within given time limit.