- author = "Garnett Carl Wilson and Wolfgang Banzhaf",
- title = "Deployment of CPU and GPU-based genetic programming on heterogeneous devices",
- booktitle = "GECCO Workshop on Computational intelligence on consumer games and graphics hardware (CIGPU-2009)",
- year = "2009",
- editor = "Anna I. Esparcia and Ying-ping Chen and Gabriela Ochoa and Ender Ozcan and Marc Schoenauer and Anne Auger and Hans-Georg Beyer and Nikolaus Hansen and Steffen Finck and Raymond Ros and Darrell Whitley and Garnett Wilson and Simon Harding and W. B. Langdon and Man Leung Wong and Laurence D. Merkle and Frank W. Moore and Sevan G. Ficici and William Rand and Rick Riolo and Nawwaf Kharma and William R. Buckley and Julian Miller and Kenneth Stanley and Jaume Bacardit and Will Browne and Jan Drugowitsch and Nicola Beume and Mike Preuss and Stephen L. Smith and Stefano Cagnoni and Jim DeLeo and Alexandru Floares and Aaron Baughman and Steven Gustafson and Maarten Keijzer and Arthur Kordon and Clare Bates Congdon and Laurence D. Merkle and Frank W. Moore",
- pages = "2531--2538",
- address = "Montreal",
- publisher = "ACM",
- publisher_address = "New York, NY, USA",
- month = "8-12 " # jul,
- organisation = "SigEvo",
- keywords = "genetic algorithms, genetic programming, GPU",
- isbn13 = "978-1-60558-325-9",
- bibsource = "DBLP, http://dblp.uni-trier.de",
-
DOI = "
doi:10.1145/1570256.1570356",
- abstract = "A widely available and economic means of increasing the computing power applied to a problem is to use modern graphics processing units (GPUs) for parallel processing. We present a new, optimized general methodology for deploying genetic programming (GP) to the PC, Xbox 360 video game console, and Zune portable media device. This work describes, for the first time, the implementation considerations necessary to maximize available CPU and GPU (where available) usage on the three separate hardware platforms. We demonstrate the first instance of GP using portable digital media device hardware. The work also presents, for the first time, an Xbox 360 implementation that uses the GPU for fitness evaluation. Implementations on each platform are also benchmarked on the basis of execution time for an established GP regression benchmark.",
-
notes = "Distributed on CD-ROM at GECCO-2009.
ACM Order Number 910092.",
