A novel based Hidden Markov Model approach for controlling the ACS-TSP evaporation parameter

Abstract

The aim of this paper is to propose a new method capable of dynamically controlling the evaporation parameter in an Ant Colony System (ACS) using a Hidden Markov Model. The purpose is to improve the performance of ACS by controlling the exploration and exploitation in the search space. To this end, two HMM approaches are proposed. The first is a training… (More)

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@article{Bouzbita2016ANB, title={A novel based Hidden Markov Model approach for controlling the ACS-TSP evaporation parameter}, author={Safae Bouzbita and Abdellatif El Afia and Rdouan Faizi}, journal={2016 5th International Conference on Multimedia Computing and Systems (ICMCS)}, year={2016}, pages={633-638} }