A data parallel approach to genetic programming using programmable graphics hardware

Proceedings of GECCO 2007: Genetic and Evolutionary Computation Conference

Volumn , Issue , 2007, Pages 1566-1573

  Chitty, Darren M ^a  

^a QINETIQ   (United Kingdom)

Author keywords

Data parallelism; Genetic programming; Graphics cards

Indexed keywords

ALGORITHMS; COMPUTER ARCHITECTURE; COMPUTER GRAPHICS; PROGRAM PROCESSORS;

DATA PARALLELISM; GRAPHICS CARDS; PROGRAMMABLE GRAPHICS HARDWARE;

GENETIC PROGRAMMING;

EID: 34548103581     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1276958.1277274     Document Type: Conference Paper

References (12)

1. F. Bernhard and R. Keriven. Spiking Darren Neurons on GPUs. In Computational Science - ICCS 2006, volume 3994, pages 236-243. Springer, 2006.
2. R. A. Fisher. The Use of Multiple Measurements in Taxonomie Problems. Annual Eugenics, 7:179-188, 1936.
3. J. Kessenich, D. Baldwin, and R. Rost. The OpenGL Shading Language Version 1.10.59. http://www. opengl.org/documentation/oglsl.html, 2004.
4. E. Kilgariff and R. Fernando. The GeForce 6 Series GPU Architecture. In SIGGRAPH '05: ACM SIGGRAPH 2005 Courses, page 29. ACM Press, 2005.
5. J. R. Koza. Genetic Programming: On the Means of Programming Computers by Means of Natural Selection. MIT Press, 1992.
6. W. Li, X. Wei, and A. Kaufman. Implementing Lattice Boltzmann Computation on Graphics Hardware, 2003.
7. W. R. Mark, R. S. Glanville, K. Akeley, and M. J. Kilgard. Cg: A System for Programming Graphics Hardware in a C-like Language. In SIGGRAPH '03: ACM SIGGRAPH 2003 Papers, volume 14, pages 896-907, 2003.
8. G. E. Moore. Cramming More Components onto Integrated Circuits. 38:56-59, 1965.
9. J. D. Owens, D. Luebke, N. Govindaraju, M. Harris, J. Kruger, A. E. Lefohn, and T. J. Purcell. A Survey of General-Purpose Computation on Graphics Hardware. Computer Graphics Forum, 2007.
10. T. Sumanaweera and D. Liu. Medical Image Reconstruction with the FFT. In GPU Gems 2, pages 471-491. Addison-Wesley, 2005.
11. P. Tufts. Parallel Case Evaluation for Genetic Programming, 1995.
12. Q. Yu, C. Chen, and Z. Pan. Parallel Genetic Algorithms on Programmable Graphics Hardware. volume 3612, pages 1051-1059. Springer, 2005.