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GPU-based parallel implementation of swarm intelligence algorithms /

GPU-based Parallel Implementation of Swarm Intelligence Algorithms combines and covers two emerging areas attracting increased attention and applications: graphics processing units (GPUs) for general-purpose computing (GPGPU) and swarm intelligence. This book not only presents GPGPU in adequate deta...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Tan, Ying, 1964- (Autor)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Amsterdam : Elsevier, [2016]
Temas:
Acceso en línea:Texto completo
Tabla de Contenidos:
  • 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.