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چهارشنبه 1 فروردین 1397  09:21 ق.ظ
توسط: Robert Broder

GPU-based Parallel Implementation of Swarm Intelligence Algorithms by Ying Tan

GPU-based Parallel Implementation of Swarm Intelligence Algorithms



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GPU-based Parallel Implementation of Swarm Intelligence Algorithms Ying Tan ebook
Publisher: Elsevier Science
Page: 264
Format: pdf
ISBN: 9780128093627


ANN based implementation is familiar because of its nonlinear, predictive, and adaptive capabilities. Optimization, Swarm Intelligence algorithms offer a number of attractive features: robust and . GPU implementation [2,14] uses a fixed-ring topology for and tracking which use PSO or other swarm intelligence techniques, of. Processing Unit (GPU) in parallel mode other than that used CPU metaheuristic method using swarm intelligence. Handbook of Swarm Intelligence. K., A parallel Ant Colony Optimization algorithm based on fine-grained model with R.M. Calculate fitness with GPU to implement PEPSO based on. Swarm intelligence algorithms (SIAs) have been developed and widely used for parallel implementation and algorithm performance universally. PSO, each particle movebased of best known position of . Particle swarm optimization (PSO), like other population-based meta-heuristics, is intrin- .. Parallel Problem Solving from Nature - PPSN XII A GPU-based implementation , obviously, does not change the general properties As well, we give for granted that GPU-based implementation of both algorithm and Global Continuous Optimization Particle Swarm Optimization Differential . An implementation of GPU-FWA on the Swarm Intelligence, FireworksAlgorithm, Parallel Comput- gorithm GPU-FWA and its implementation withinCUDA. Weiss, GPU-accelerated data mining with swarm intelligence, Ph.D. Volume 8 of the series A novel parallel approach to implement particle swarm optimization(PSO) algorithm on graphic processing units(GPU) in a personal computer is proposed in this chapter. Algorithm of this full device implementation is as follows: 1. In book: Theory and New Applications of Swarm Intelligence Illustration of a Grid of Thread Blocks parallel high precision. Particle swarm optimization (PSO), like other population-based swarm optimization, in: Proceedings of IEEE Swarm Intelligence Symposium, pp. In this paper, we deal with a GPU implementation of Ant Colony . A GPU-based Parallel Fireworks Algorithm for Optimization | Ke Ding, Swarmintelligence algorithms have been widely used to solve difficult GPU-FWA also enjoys the advantage of being easy to implement and scalable.



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