A survey: Genetic algorithms and the fast evolving world of parallel computing

Proceedings - 10th IEEE International Conference on High Performance Computing and Communications, HPCC 2008

Volumn , Issue , 2008, Pages 897-902

  Munawar, Asim ^a   Wahib, Mohamed ^a   Munetomo, Masaharu ^a   Akama, Kiyoshi ^a  

^a HOKKAIDO UNIVERSITY   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; DIESEL ENGINES; GENETIC ALGORITHMS; HIGH PERFORMANCE LIQUID CHROMATOGRAPHY; PARALLEL ALGORITHMS; PARALLEL PROCESSING SYSTEMS; SURVEYS;

COMMUNITY IS; COMPUTATIONAL RESOURCES; GRID ENVIRONMENTS; HIGH-PERFORMANCE COMPUTING; MULTICORE; PARALLEL COMPUTING; PARALLEL GENETIC ALGORITHMS; PARALLEL/DISTRIBUTED COMPUTING; POTENTIAL SOLUTIONS;

GRID COMPUTING;

EID: 56349110140     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/HPCC.2008.77     Document Type: Conference Paper

References (23)

1. http://www.top500.org, June (2007).
2. E. Alba and J. Troya. A survey of parallel distributed genetic algorithms. Complex., 4(4):31-52, 1999.
3. E. Cantú-Paz. A summary of research on parallel genetic algorithms. Technical report, IlliGAL 95007, University of Illinois at Urbana-Champaign, 1995.
4. E. Cantú-Paz. A survey of parallel genetic algorithms. Technical report, IlliGAL 97003, University of Illinois at Urbana-Champaign, 1997.
5. S. Childs, B. Coghlan, D. Callaghan, G. Quigley, and J. Walsh. Deployment of grid gateways using virtual machines. In Advances in Grid Computing - EGC 2005, pages 761-770. Springer, 2005.
6. I. Foster. Globus toolkit version 4: Software for service-oriented systems. In IFIP International Conference on Network and Parallel Computing, pages 2-13. Springer-Verlag LNCS 3779, 2006.
7. I. Foster and C. Kesselman. The Grid: Blueprint for a New Computing Infrastructure. Morgan-Kaufman, 1999.
8. I. Foster, H. Kishimoto, A. Savva, D. Berry, A. Djaoui, A. Grimshaw, B. Horn, F. Maciel, F. Siebenlist, R. Subramaniam, J. Treadwell, and J. V. Reich. The open grid services architecture, version 1.0. In GGF informational document. Global Grid Forum(GGF), January 2005.
9. G. Fox, M. S. Aktas, G. Aydin, H. Gadgil, S. Pallickara, E. Píerce, and A. Sayar. Algorithms and the grid. In Computing and Visualization in Science (CVS), March 2005.
10. V. Gordon and D. Whitley. Serial and parallel genetic algorithms as function optimizers. In S. Forrest, editor, Proceedings of the Fifth International Conference on Genetic Algorithms, pages 177-183, San Mateo, CA, 1993. Morgan Kaufman.
11. J. Herrera, E. Huedo, R. Montero, and I. Llorente. A grid-oriented genetic algorithm. In Advances in Grid Computing - EGC 2005, pages 315-322, 2005.
12. H. Imade, R. Morishita, I. Ono, N. Ono, and M. Okamoto. A grid-oriented genetic algorithm for estimating genetic networks by s-systems. SICE 2003 Annual Conference, 3(4-6):2750-2755, August 2003.
13. H. Imade, R. Morishita, I. Ono, N. Ono, and M. Okamoto. A grid-oriented genetic algorithm framework for bioinformatics. New Gen. Comput., 22(2): 177-186, 2004.
14. K. Keahey, I. Foster, T. Freeman, X. Zhang, and D. Galron. Virtual workspaces in the grid. In Europar 2005, Lisbon, Portugal., September 2005.
15. D. Lim, Y. Ong, Y. Jin, B. Sendhoff, and B. Lee. Efficient hierarchical parallel genetic algorithms using grid computing. Future Gener. Comput. Syst., 23(4):658-670, 2007.
16. S. Lim, G. Fox, S. Pallickara, and M. Pierce. Web service robust gridftp. In H. Arabnia and J. Ni, editors, PDPTA '04, volume 2, pages 725-730, Las Vegas, Nevada, USA, 2004.
17. S. Lin, W. Punch, and E. Goodman. Coarse-grain parallel genetic algorithms: categorization and analysis. In IEEE Symposium on Parallel and Distributed Processing, pages 27-36, 1994.
18. A. Munawar, M. Wahib, M. Munetomo, and K. Akama. A grid based unified framework for optimization. In Proceedings of IPSJ-MPS 69, Kyoto, Japan, May 2008.
19. A. Munawar, M. Wahib, M. Munetomo, and K. Akama. Parallel GEAs with Linkage Analysis over Grid (to appear), chapter Linkage in Evolutionary Computation. Springer, 2008.
20. A. Munawar, M. Wahib, M. Munetomo, and K. Akama. Solving large instances of capacitated vehicle routing problem over cell be. In Proceedings of HPCC 2008 (not accepted yet), Dalian, China, September 2008.
21. C. Pettey, M. Leuze, and J. Grefenstette. A parallel genetic algorithm. In J. G. (Ed.), editor, Proceedings of the 2nd International Conference on Genetic Algorithms and their application (ICGA). Lawrence Erlbaum Associates Publishers, 1987.
22. B. Quetier and F. Cappello. A survey of grid research tools: simulators, emulators and real life platforms. In Proceedings of the 17th IMACS World Congress (IMACS 2005), Paris. France, 2005.
23. H. Takemiya, Y. Tanaka, S. Sekiguchi, S. Ogata, R. Kalia, A. Nakano, and P. Vashishta. Sustainable adaptive grid supercomputing: multiscale simulation of semiconductor processing across the pacific. In SC '06: Proceedings of the 2006 ACM/IEEE conference on Supercomputing, page 106, New York, NY, USA, 2006. ACM.