libCudaOptimize: an open source library of GPU-based metaheuristics

  title={libCudaOptimize: an open source library of GPU-based metaheuristics},
  author={Youssef S. G. Nashed and Roberto Ugolotti and Pablo Mesejo and Stefano Cagnoni},
Evolutionary Computation techniques and other metaheuristics have been increasingly used in the last years for solving many real-world tasks that can be formulated as optimization problems. Among their numerous strengths, a major one is their natural predisposition to parallelization. In this paper, we introduce libCudaOptimize, an open source library which implements some metaheuristics for continuous optimization: presently Particle Swarm Optimization, Differential Evolution, Scatter Search… CONTINUE READING
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Scatter Search. In Advances in Evolutionary Computation: Theory and Applications, pages 519–537

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