Search Results - "dos Santos, João Paulo Queiroz"

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    Reactive Search strategies using Reinforcement Learning, local search algorithms and Variable Neighborhood Search by Queiroz dos Santos, João Paulo, de Melo, Jorge Dantas, Duarte Neto, Adrião Dória, Aloise, Daniel

    Published in Expert systems with applications (01-08-2014)
    “…•The proposed algorithm has a stable behavior with standard deviation lesser than 0.5%.•Two instances from the TSPLIB are 100% optimal, 3 are over 99%, 4 are…”
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    Journal Article
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    A parallel hybrid implementation using genetic algorithm, GRASP and reinforcement learning by dos Santos, Joao Paulo Queiroz, de Lima, Francisco Chagas, Marrocos Magalhaes, Rafael, de Melo, Jorge Dantas, Neto, Adriao Duarte Doria

    “…In the process of searching for better solutions, a metaheuristic can be guided to regions of promising solutions using the acquisition of information on the…”
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    Conference Proceeding
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