GPU-based parallel implementation of swarm intelligence algorithms

GPU-based parallel implementation of swarm intelligence algorithms

by Tan, Ying

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Title Statements

  • Full title :GPU-based parallel implementation of swarm intelligence algorithms / Ying Tan.

Edition Statements

  • Publication Date:2016

Publication Statements

  • Publisher(s):Morgan Kaufman
  • Place of Publication:Amsterdam
  • Language:eng
  • Publication Date:2016

The Physical Object

  • Description:xx, 236 pages : : illustrations (some color) ; : 24 cm

Edition Identifiers

  • ISBN:9780128093627, 0128093625
  • oclc:ocn956909821
  • LC Classification:Q337.3
  • Dewey Decimal:006.6/6

Table of Contents

Introduction -- GPGPU: general purpose computing on the GPU -- Parallel models -- Performance metrics -- Implementation considerations -- GPU-based particle swarm optimization -- GPU-based fireworks algorithm -- Attract-repulse fireworks algorithm using dynamic parallelism -- Other typical swarm intelligence algorithms based on GPUs -- GPU-based random number generators -- Applications -- A CUDA-based test suit.

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Subjects

Computer graphics Infographie Parallel processing (Electronic compute… Parallélisme (Informatique) Swarm intelligence

Writers

Tan, Ying

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