GPU based Parallel Implementation of Swarm Intelligence Algorithms

Written By Ying Tan
GPU based Parallel Implementation of Swarm Intelligence Algorithms
  • Publsiher : Morgan Kaufmann
  • Release : 15 April 2016
  • ISBN : 0128093641
  • Pages : 256 pages
  • Rating : /5 from reviews
GET THIS BOOKGPU based Parallel Implementation of Swarm Intelligence Algorithms


Download or read book entitled GPU based Parallel Implementation of Swarm Intelligence Algorithms by author: Ying Tan which was release on 15 April 2016 and published by Morgan Kaufmann with total page 256 pages . This book available in PDF, EPUB and Kindle Format. 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. Presents a concise but sufficient introduction to general-purpose GPU computing which can help the layman become familiar with this emerging computing technique Describes implementation details, such as parallel models and performance metrics, so readers can easily utilize the techniques to accelerate their algorithmic programs Appeals to readers from the domain of high performance computing (HPC) who will find the relatively young research domain of swarm intelligence very interesting Includes many real-world applications, which can be of great help in deciding whether or not swarm intelligence algorithms or GPGPU is appropriate for the task at hand

GPU based Parallel Implementation of Swarm Intelligence Algorithms

GPU based Parallel Implementation of Swarm Intelligence Algorithms
  • Author : Ying Tan
  • Publisher : Morgan Kaufmann
  • Release Date : 2016-04-15
  • Total pages : 256
  • ISBN : 0128093641
GET BOOK

Summary : 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 ...

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Fireworks Algorithm
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  • Publisher : Springer
  • Release Date : 2015-10-11
  • Total pages : 323
  • ISBN : 0128093641
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Summary : This book is devoted to the state-of-the-art in all aspects of fireworks algorithm (FWA), with particular emphasis on the efficient improved versions of FWA. It describes the most substantial theoretical analysis including basic principle and implementation of FWA and modeling and theoretical analysis of FWA. It covers exhaustively the key ...

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Summary : Spiking neural networks (SNN) are biologically inspired computational models that represent and process information internally as trains of spikes. This monograph book presents the classical theory and applications of SNN, including original author’s contribution to the area. The book introduces for the first time not only deep learning and ...

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  • Publisher : Springer Nature
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  • Publisher : Springer
  • Release Date : 2016-11-25
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  • ISBN : 0128093641
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Summary : This two-volume set LNCS 11101 and 11102 constitutes the refereed proceedings of the 15th International Conference on Parallel Problem Solving from Nature, PPSN 2018, held in Coimbra, Portugal, in September 2018. The 79 revised full papers were carefully reviewed and selected from 205 submissions. The papers cover a wide range of topics in natural computing including ...

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Summary : This book includes 70 selected papers from the Ninth International Conference on Fuzzy Information and Engineering (ICFIE) Satellite, which was held on December 26–30, 2018; and from the 9th International Conference on Fuzzy Information and Engineering (ICFIAE), which was held on February 13–15, 2019. The two conferences presented the latest research in the areas of ...

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Summary : Read online Algorithms and Architectures for Parallel Processing written by Meikang Qiu, published by Springer Nature which was released on . Download full Algorithms and Architectures for Parallel Processing Books now! Available in PDF, ePub and Kindle....

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  • ISBN : 0128093641
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Summary : The two-volume set LNAI 10245 and LNAI 10246 constitutes the refereed proceedings of the 16th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2017, held in Zakopane, Poland in June 2017. The 133 revised full papers presented were carefully reviewed and selected from 274 submissions. The papers included in the first volume are organized in ...

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  • Publisher : Springer
  • Release Date : 2014-11-27
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  • ISBN : 0128093641
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Summary : This book constitutes the thoroughly refereed post-conference proceedings of the 1st International Conference on Swarm Intelligence Based Optimization, ICSIBO 2014, held in Mulhouse, France, in May 2014. The 20 full papers presented were carefully reviewed and selected from 48 submissions. Topics of interest presented and discussed in the conference focuses on the theoretical progress ...

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Summary : Evolutionary algorithms (EAs) are metaheuristics that learn from natural collective behavior and are applied to solve optimization problems in domains such as scheduling, engineering, bioinformatics, and finance. Such applications demand acceptable solutions with high-speed execution using finite computational resources. Therefore, there have been many attempts to develop platforms for running ...

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  • Publisher : Springer
  • Release Date : 2014-08-18
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  • Publisher : Unknown
  • Release Date : 2012
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  • ISBN : 0128093641
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