The week's pick
Random Articles
Reseach Article
Parallel Compact Genetic Algorithm on CUDA-C Platform
by
Vuppuluri Sumati
| International Journal of Computer Applications |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 84 - Number 5 |
| Year of Publication: 2013 |
| Authors: Vuppuluri Sumati |
10.5120/14571-2693
|
Vuppuluri Sumati . Parallel Compact Genetic Algorithm on CUDA-C Platform. International Journal of Computer Applications. 84, 5 ( December 2013), 13-16. DOI=10.5120/14571-2693
@article{
10.5120/14571-2693,
author = {
Vuppuluri Sumati
},
title = { Parallel Compact Genetic Algorithm on CUDA-C Platform },
journal = {
International Journal of Computer Applications
},
issue_date = { December 2013 },
volume = { 84 },
number = { 5 },
month = { December },
year = { 2013 },
issn = { 0975-8887 },
pages = {
13-16
},
numpages = {9},
url = {
https://ijcaonline.org/archives/volume84/number5/14571-2693/
},
doi = { 10.5120/14571-2693 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T22:00:06.865383+05:30
%A Vuppuluri Sumati
%T Parallel Compact Genetic Algorithm on CUDA-C Platform
%J International Journal of Computer Applications
%@ 0975-8887
%V 84
%N 5
%P 13-16
%D 2013
%I Foundation of Computer Science (FCS), NY, USA
Abstract
This paper deals about the parallel implementation of the compact Genetic Algorithm on the Compute Unified Device Architecture (CUDA) platform of GPU. We elaborate implementation details on the parallel platform.
References
- Fogel, G. B. and Corne, D. W. 2003. Evolutionary Computing in Bioinformatics. San Francisco, CA: Morgan Kaufmann, Elsevier Science.
- Kumar, S. 2004. Neural Networks: A Classroom Approach. New Delhi, India: Tata McGraw-Hill Education Private Limited.
- L. A. Zadeh, "Outline of a new approach to the analysis of complex systems and decision processes," IEEE Transactions on Systems, Man, and Cybernetics, vol. smc-3, no. 1, pp. 28-44.
- Pawlak, Z. 1991. Theoretical Aspects of Reasoning About Data. Dordrecht: Kluwer Academic.
- Tettamanzi, A. and Tomassini, M. 2001, Soft Computing: Integrating Evolutionary, Neural, and Fuzzy Systems. Berlin, Heidelberg: Springer-Verlag.
- Back, T. 1996. Evolutionary Algorithms in Theory and Practice. New York: Oxford University Press.
- Larranaga, P. and Lozano, J. A. 2002. Estimation of Distribution Algorithms: A New Tool for Evolutionary Computation. Massachusetts, USA: Kluwer Academic.
- G. R. Harik, F. G. Lobo, and D. E. Goldberg, , "The compact Genetic Algorithm," IEEE Transactions on Evolutionary Computation, vol. 3, no. 4, pp. 287-297, 1999.
- J. C. Gallagher, S. Vigraham, and G. Kramer, "A family of compact genetic algorithms for intrinsic evolvable hardware," IEEE Transactions on Evolutionary Computation, vol. 8, no. 2, pp. 111-126, 2004.
- E. Mininno, F. Neri, F. Cupertino, and David Naso, "Compact Differential Evolution," IEEE Transactions on Evolutionary Computation, vol. 15, no. 1, pp. 32-54, 2011.
- E. Mininno, F. Cupertino, and D. Naso, "Real-Valued Compact Genetic Algorithms for Embedded Microcontroller Optimization," IEEE Transactions on Evolutionary Computation, vol. 12, no. 2, pp. 203-219, 2008.
- Kirk, D. B. and Hwu W. W. 2010. Programming Massively Parallel Processors: A Hands-on Approach. Burlington, MA, USA: Morgan Kaufman, Elsevier.
- Sanders, J. and Kandrot, E. 2010. CUDA by Example: An Introduction to General Purpose GPU Programming. Upper Saddle River, NJ: Addison-Wesley.
- NVIDIA Website, www. nvidia. com.
- C. W. Ahn and R. S. Ramakrishna, "Elitism based compact genetic algorithms," IEEE Transactions on Evolutionary Computation, vol. 7, no. 4, pp. 367-385.
Index Terms
Computer Science
Information Sciences
Keywords