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» Parallel Genetic Algorithm on the CUDA Architecture
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GECCO
2004
Springer
175views Optimization» more  GECCO 2004»
13 years 10 months ago
An Architecture for Massive Parallelization of the Compact Genetic Algorithm
This paper presents an architecture which is suitable for a massive parallelization of the compact genetic algorithm. The approach is scalable, has low synchronization costs, and i...
Fernando G. Lobo, Cláudio F. Lima, Hugo Mar...
CSIE
2009
IEEE
13 years 10 months ago
K-Means on Commodity GPUs with CUDA
K-means algorithm is one of the most famous unsupervised clustering algorithms. Many theoretical improvements for the performance of original algorithms have been put forward, whi...
Hong-tao Bai, Li-li He, Dan-tong Ouyang, Zhan-shan...
IJPP
2011
99views more  IJPP 2011»
13 years 4 days ago
Regular Lattice and Small-World Spin Model Simulations Using CUDA and GPUs
Data-parallel accelerator devices such as Graphical Processing Units (GPUs) are providing dramatic performance improvements over even multicore CPUs for lattice-oriented applicatio...
Kenneth A. Hawick, Arno Leist, Daniel P. Playne
HIPC
2007
Springer
13 years 11 months ago
Molecular Dynamics Simulations on Commodity GPUs with CUDA
Molecular dynamics simulations are a common and often repeated task in molecular biology. The need for speeding up this treatment comes from the requirement for large system simula...
Weiguo Liu, Bertil Schmidt, Gerrit Voss, Wolfgang ...