A Grey Wolf optimization algorithm with its application on the controller placement problem

Yi Li

doi:10.1117/12.2604962

28 October 2021 A Grey Wolf optimization algorithm with its application on the controller placement problem

Yi Li

Proceedings Volume 11884, International Symposium on Artificial Intelligence and Robotics 2021; 118840Z (2021) https://doi.org/10.1117/12.2604962
Event: International Symposium on Artificial Intelligence and Robotics 2021, 2021, Fukuoka, Japan

Abstract

The Software Defined Networks is a popular network architecture that separates control and data plane. It is completed as a software to move control plane functions from network hardware to a controller node. To optimize the consistency of the network, a controller placement problem (CPP) could be treated as an optimization problem to minimize the latency between nodes by setting their location. In this paper, as a modern Evolutionary Computation Algorithm, grey wolf optimization algorithm recently has been successfully applied into solving CPP. The experimental results demonstrate the effectiveness of the proposed algorithm.

Citation Download Citation

Yi Li "A Grey Wolf optimization algorithm with its application on the controller placement problem", Proc. SPIE 11884, International Symposium on Artificial Intelligence and Robotics 2021, 118840Z (28 October 2021); https://doi.org/10.1117/12.2604962

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