  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.
