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GPU-based Parallel Implementation of Swarm Intelligence Algorithms
book

GPU-based Parallel Implementation of Swarm Intelligence Algorithms

by Ying Tan
April 2016
Intermediate to advanced
256 pages
6h 48m
English
Morgan Kaufmann
Content preview from GPU-based Parallel Implementation of Swarm Intelligence Algorithms

Index

A

Absorption 57
Adaptive Firework Search (AFW) search 112–113, 121
Algorithm performance metrics 50
Weierstrass function 53–54
All-GPU Parallel model 43
coarse-grained strategy 44
collaborative island model 47–48
fine-grained strategy 44–45
GPU and CPU communication 43–44
persistent-thread strategy 45
solo island model 46–47
All-In-Roulette (AIR) 42
Amdahl’s Law 37
Ant colony optimization (ACO) algorithms 1, 5, 33–34, 61
local search 145
operations 141
path construction 142–144
pheromone 139
pheromone update 144–145
pseudocode 141–142
TSP problem 140
APOD 35
AR Mutation 122
Array of structures 29
Attract-repulse fireworks algorithm ...
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Publisher Resources

ISBN: 9780128093641