publication . Conference object . 2007

A data parallel approach to genetic programming using programmable graphics hardware

Darren M. Chitty;
Open Access
  • Published: 07 Dec 2007
  • Publisher: ACM Press
Abstract
In recent years the computing power of graphics cards has increased significantly. Indeed, the growth in the computing power of these graphics cards is now several orders of magnitude greater than the growth in the power of computer processor units. Thus these graphics cards are now beginning to be used by the scientific community aslow cost, high performance computing platforms. Traditional genetic programming is a highly computer intensive algorithm but due to its parallel nature it can be distributed over multiple processors to increase the speed of the algorithm considerably. This is not applicable for single processor architectures but graphics cards provid...
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