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Morgan Kaufmann GPU-based Parallel Implementation of Swarm Intelligence Algorithms

Name: GPU-based Parallel Implementation of Swarm Intelligence Algorithms
Brand: Morgan Kaufmann
Price: 67.69 GBP
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Architecture & Microprocessors

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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.

Product Specifications

Brand: Morgan Kaufmann
Format: paperback
ASIN: 0128093625
Category: Books > Subjects > Computing & Internet > Computer Science > Architecture & Microprocessors
Domain: Amazon UK
Release Date: 01 April 2016
Listed Since: 04 February 2016

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Morgan Kaufmann GPU-based Parallel Implementation of Swarm Intelligence Algorithms

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