Abstract
To tackle the QoS based routing and wavelength allocation problem, a self-adaptive multi-objective genetic algorithm based on decomposition is presented. The chromosome coding scheme, crossover and mutation operators are redefined, and a repair method is proposed to guarantee the generated offspring are valid. The proposed algorithm was evaluated on a set of different scale test problems and compared with the recently proposed related algorithms. The experimental results revealed encouraging results in terms of the solution quality and the processing time.
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