Title :
A Tabu search algorithm for static routing and wavelength assignment problem
Author :
Wang, Ying ; Hiang Cheng, Tee ; Hiot Lim, Meng
Author_Institution :
Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore, Singapore
fDate :
9/1/2005 12:00:00 AM
Abstract :
Static routing and wavelength assignment (RWA) is usually formulated as an optimization problem with the objective of minimizing wavelength usage (MWU). Existing solution methodologies for the MWU problem are usually based on a two-step approach, where routing and wavelength assignment are done independently. Though this approach can reduce computational cost, the optimality of the solution is compromised. We propose a novel tabu search (TS) algorithm, which considers routing and wavelength assignment jointly without increasing the computational complexity. The performance of the proposed TS algorithm is compared with the integer linear programming (ILP) method, which is known to solve the MWU to optimality. The results for both small and large networks show that our proposed TS algorithm works almost as well as the ILP solution and is much more computationally efficient.
Keywords :
computational complexity; integer programming; linear programming; optical fibre networks; optical wavelength conversion; search problems; telecommunication network routing; ILP method; MWU; TS algorithm; Tabu search algorithm; computational complexity; integer linear programming; minimizing wavelength usage; optical network; optimization problem; routing and wavelength assignment; static RWA; Computational complexity; Computational efficiency; Computer networks; Evolutionary computation; Heuristic algorithms; Integer linear programming; Optical fiber networks; Optical wavelength conversion; Wavelength assignment; Wavelength routing;
Journal_Title :
Communications Letters, IEEE
DOI :
10.1109/LCOMM.2005.1506721