GPU-based Parallel Implementation of Swarm Intelligence Algorithms (Paperback)

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 detail, but also includes guidance on the appropriate implementation of swarm intelligence algorithms on the GPU platform. GPU-based implementations of several typical swarm intelligence algorithms such as PSO, FWA, GA, DE, and ACO are presented and having described the implementation details including parallel models, implementation considerations as well as performance metrics are discussed. Finally, several typical applications of GPU-based swarm intelligence algorithms are presented. This valuable reference book provides a unique perspective not possible by studying either GPGPU or swarm intelligence alone. This book gives a complete and whole picture for interested readers and new comers who will find many implementation algorithms in the book suitable for immediate use in their projects. Additionally, some algorithms can also be used as a starting point for further research.

General

Imprint:	Morgan Kaufmann Publishers In
Country of origin:	United States
Release date:	March 2016
First published:	2016
Authors:	Ying Tan
Dimensions:	235 x 191 x 16mm (L x W x T)
Format:	Paperback
Pages:	256
ISBN-13:	978-0-12-809362-7
Categories:	Books > Computing & IT > General theory of computing > Data structures Books > Computing & IT > Computer hardware & operating systems > General Books > Computing & IT > Computer programming > Algorithms & procedures Books > Computing & IT > Computer communications & networking > General Promotions
LSN:	0-12-809362-5
Barcode:	9780128093627

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