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Parallel Independent Simulated Annealing Searches to Solve the VRPTW

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Man-Machine Interactions 2

Part of the book series: Advances in Intelligent and Soft Computing ((AINSC,volume 103))

Abstract

The vehicle routing problem with time windows (VRPTW) is a combinatorial optimization problem in which the number of vehicles and the total distance travelled by the vehicles are to be minimized. The objective of this work is to improve the parallel algorithm of independent searches to get a better accuracy of solutions to the problem. The accuracy of solutions is measure by their proximity to the best solution found so far. The algorithm of independent searches with constant length of the cooling stage (ISC) is proposed. The computational experiments were carried out on the R109, R110 and R202 test instances by Solomon.

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Wieczorek, B. (2011). Parallel Independent Simulated Annealing Searches to Solve the VRPTW. In: Czachórski, T., Kozielski, S., Stańczyk, U. (eds) Man-Machine Interactions 2. Advances in Intelligent and Soft Computing, vol 103. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-23169-8_41

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  • DOI: https://doi.org/10.1007/978-3-642-23169-8_41

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-23168-1

  • Online ISBN: 978-3-642-23169-8

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