Linear Genetic Programming GPGPU on Microsoft's Xbox 360

Created by W.Langdon from gp-bibliography.bib Revision:1.8051

@InProceedings{Wilson:2008:cec,

• author = "Garnett Wilson and Wolfgang Banzhaf",
• title = "Linear Genetic Programming GPGPU on {Microsoft's} {Xbox} 360",
• booktitle = "2008 IEEE World Congress on Computational Intelligence",
• year = "2008",
• editor = "Jun Wang",
• pages = "378--385",
• address = "Hong Kong",
• month = "1-6 " # jun,
• organization = "IEEE Computational Intelligence Society",
• publisher = "IEEE Press",
• isbn13 = "978-1-4244-1823-7",
• file = "EC0110.pdf",
• DOI = "doi:10.1109/CEC.2008.4630825",
• abstract = "We describe how to harness the graphics processing abilities of a consumer video game console (Xbox 360) for general programming on graphics processing unit (GPGPU) purposes. In particular, we implement a linear GP (LGP) system to solve classification and regression problems. We conduct inter- and intra-platform benchmarking of the Xbox 360 and PC, using GPU and CPU implementations on both architectures. Platform benchmarking confirms highly integrated CPU and GPU programming flexibility of the Xbox 360, having the potential to alleviate typical GPGPU decisions of allocating particular functionalities to CPU or GPU.",
• keywords = "genetic algorithms, genetic programming, GPU",
• notes = "WCCI 2008 - A joint meeting of the IEEE, the INNS, the EPS and the IET.",

}

Genetic Programming entries for Garnett Carl Wilson Wolfgang Banzhaf

Citations