Practical genetic algorithms
Cost-effective traffic grooming in WDM rings
IEEE/ACM Transactions on Networking (TON)
Scatter Search: Methodology and Implementations in C
Scatter Search: Methodology and Implementations in C
SONET/SDH ring assignment with capacity constraints
Discrete Applied Mathematics - Special issue: Algorithmic aspects of communication
Improving Discrete Model Representations via Symmetry Considerations
Management Science
Comparing Metaheuristic Algorithms for Sonet Network Design Problems
Journal of Heuristics
A new multi-granularity grooming algorithm based on traffic partition in IP over WDM networks
Computer Networks: The International Journal of Computer and Telecommunications Networking
An improved hybrid particle swarm optimization algorithm for fuzzy p-hub center problem
Computers and Industrial Engineering
Computers and Industrial Engineering
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In this paper, we deal with a traffic demand clustering problem for designing SONET-WDM rings. The objective is to minimize the total cost of optical add-drop multiplexers (OADMs) and inter-ring hub equipments, while satisfying intra-ring and inter-ring capacities. Also, the minimum number of nodes, for example three, for each ring should be satisfied. We develop an integer programming (IP) formulation for the problem and develop some valid inequalities that provide a tight lower bound for the problem. Dealing with the inherent computational complexity of the problem, we also devise an effective tabu search procedure for finding a feasible solution of good quality within reasonable computing time. Computational results are provided to demonstrate the efficacy of the lower and upper bound procedures for solving the problem.