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A novel multi-objective genetic algorithm for the QoS based multicast routing and wavelength allocation problem in WDM network | IEEE Conference Publication | IEEE Xplore

A novel multi-objective genetic algorithm for the QoS based multicast routing and wavelength allocation problem in WDM network


Abstract:

An archive based multi-objective genetic algorithm is proposed for the QoS based multicast routing and wavelength allocation problem (MRWA) is proposed. To not lose promi...Show More

Abstract:

An archive based multi-objective genetic algorithm is proposed for the QoS based multicast routing and wavelength allocation problem (MRWA) is proposed. To not lose promising candidates and improve the algorithm efficiency, an external archive is introduced and used to preserve the promising candidates and form the next generation population. To increase the population diversity, a Pareto local search process is used to make a further exploitation for the new offspring generated by the mutation process. The selection mechanism is redesigned to intensify the exploration of promising areas. The proposed algorithm is evaluated on a set of different scale test problems and compared with some excellent related algorithms. The experimental results reveal very encouraging results in terms of the solution quality.
Date of Conference: 29-31 July 2017
Date Added to IEEE Xplore: 25 June 2018
ISBN Information:
Conference Location: Guilin, China

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