12575

A CUDA-Based Real Parameter Optimization Benchmark

Ke Ding, Ying Tan
School of Electronics Engineering and Computer Science, Peking University
arXiv:1407.7737 [cs.NE], (29 Jul 2014)

@article{ding2014cudabased,

   title={A CUDA-Based Real Parameter Optimization Benchmark},

   author={Ding, Ke and Tan, Ying},

   year={2014}

}

Benchmarking is key for developing and comparing optimization algorithms. In this paper, a CUDA-based real parameter optimization benchmark (cuROB) is introduced. Test functions of diverse properties are included within cuROB and implemented efficiently with CUDA. Speedup of one order of magnitude can be achieved in comparison with CPU-based benchmark of CEC’14.
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