49 research outputs found

    Metastrategy Simulated annealing and tabu search for combinatorial optimization problems

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    SIGLEAvailable from British Library Document Supply Centre-DSC:DX196316 / BLDSC - British Library Document Supply CentreGBUnited Kingdo

    A probabilistic analysis of local search

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    We present a theoretical average-case analysis of a 2-opt algorithm for the traveling salesman problem. First, we give a model which allows us to compute the required number of steps and the distribution of final solutions found by a best improvement algorithm. This model is empirically validated for a restricted version of the 2-opt neighborhood. Secondly, we present a semi-empirical analysis of the average-case performance of an iterated 2-opt and Lin-Kernighan algorithm based on empirically obtained parameters

    Preface

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    Peer reviewed: YesNRC publication: Ye
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