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Adaptive Large Neighborhood Search using the Graphics Processing Unit

Sammendrag

We investigate the efficiency of Adaptive Large Neighborhood Search on the Graphics Processing Unit (GPU). We do this by implementing the algorithm for the Distance-constrained Capacitated Vehicle Routing Problem (DCVRP), which we benchmark towards a state of the art CPU implementation. The computational power of the GPU in ordinary computers has increased significantly in recent years. Therefore it is interesting to utilize this computing power. We perform tests on well-known DCVRP instances.

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Vitenskapelig foredrag

Oppdragsgiver

  • Research Council of Norway (RCN) / 227071
  • Research Council of Norway (RCN) / 205298

Språk

Engelsk

Forfatter(e)

Institusjon(er)

  • SINTEF Digital / Mathematics and Cybernetics

Presentert på

INFORMS Annual Meeting 2015

Sted

Philadelphia

Dato

01.11.2015 - 04.11.2015

Arrangør

INFORMS

År

2015

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