Description: 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.
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EAN: 9780128093627
UPC: 9780128093627
ISBN: 9780128093627
MPN: N/A
Book Title: Gpu-Based Parallel Implementation of Swarm Intelli
Item Length: 23.5 cm
Item Height: 235 mm
Item Width: 191 mm
Author: Ying Tan
Publication Name: GPU-Based Parallel Implementation of Swarm Intelligence Algorithms
Format: Paperback
Language: English
Publisher: Elsevier Science & Technology
Subject: Computer Science
Publication Year: 2016
Type: Textbook
Item Weight: 570 g
Number of Pages: 256 Pages
