Coarse grain parallelization of evolutionary algorithms on GPGPU cards with EASEA

Proceedings of the 11th Annual Genetic and Evolutionary Computation Conference, GECCO-2009

Volumn , Issue , 2009, Pages 1403-1410

  Maitre, Ogier ^a   Baumes, Laurent A ^b   Lachiche, Nicolas ^a   Corma, Avelino ^b   Collet, Pierre ^a  

^a UMR 7005   (France)

^b CSIC   (Spain)

Author keywords

EASEA; Evolutionary computation; Genetic algorithms; GPGPU; GPU; Graphic processing unit; Many core; Multi core; Parallelization

Indexed keywords

EASEA; EVOLUTIONARY COMPUTATIONS; GRAPHIC PROCESSING UNITS; MANY-CORE; MULTI CORE; PARALLELIZATIONS;

CALCULATIONS; COMPUTER GRAPHICS EQUIPMENT; GENETIC ALGORITHMS; PARALLEL ALGORITHMS; PROGRAM PROCESSORS; TECHNOLOGY TRANSFER;

COMPUTATION THEORY;

EID: 72749124908     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1569901.1570089     Document Type: Conference Paper

References (12)

1. M. G. Arenas, P. Collet, A. E. Eiben, M. Jelasity, J. J. Merelo, M. Preuss, and M. Schoenauer. A framework for distributed evolutionary algorithms. In Proceedings of PPSN 2002, pages 665-675. Springer, 2002.
2. L. A. Baumes, M. Moliner, and A. Corma. Design of a full-profile matching solution for high-throughput analysis of multi-phases samples through powder x-ray diffraction. Chemistry - A European Journal, In Press.
3. L. A. Baumes, M. Moliner, N. Nicoloyannis, and A. Corma. A reliable methodology for high throughput identification of a mixture of crystallographic phases from powder x-ray diffraction data. CrystEngComm, 10:1321-1324, 2008.
4. P. Collet, E. Lutton, M. Schoenauer, and J. Louchet. Take it easea. In In Parallel Problem Solving from Nature VI, pages 891-901. Springer, LNCS, 2000.
5. P. Collet and M. Schoenauer. GUIDE: Unifying evolutionary engines through a graphical user interface. In P. Liardet et al., eds, EA'03, volume 2936 of LNCS, pages 203-215, Marseilles, 2003. Springer.
6. A. Corma, M. Moliner, J. M. Serra, P. Serna, M. J. Diaz-Cabanas, and L. A. Baumes. A new mapping exploration approach for ht synthesis of zeolites. Chemistry of Materials, pages 3287-3296, 2006.
7. A. Corma, F. Rey, J. Rius, M. Sabater, and S. Valencia. Supramolecular self-assembled molecules as organic directing agent for synthesis of zeolites. Nature, 431:287-290, 2004.
8. K.-L. Fok, T.-T. Wong, and M.-L. Wong. Evolutionary computing on consumer graphics hardware. Intelligent Systems, IEEE, 22(2):69-78, March-April 2007.
9. J.-M. Li, X.-J. Wang, R.-S. He, and Z.-X. Chi. An efficient fine-grained parallel genetic algorithm based on gpu-accelerated. In Network and Parallel Computing Workshops, 2007. NPC Workshops. IFIP International Conference on, pages 855-862, 2007.
10. E. Lutton, P. Collet, and J. Louchet. Easea comparisons on test functions: Galib versus eo. In P. Collet et al., eds, Artificial Evolution'01, pages 217-228. Springer, 2001.
11. R. A. Young. The Rietveld Method. OUP and International Union of Crystallography, 1993.
12. Q. Yu, C. Chen, and Z. Pan. Parallel genetic algorithms on programmable graphics hardware. In Advances in Natural ComputationICNC 2005, Proceedings, Part III, volume 3612 of LNCS, pages 1051-1059, Changsha, August 27-29 2005. Springer.