RT Conference Proceedings
T1 Dealing with Swarm Intelligence on GPUs
A1 Cañaveral, Iván
A1 Rubio Díez, Fernando
AB Nowadays, any personal computer includes a GPU that allows to use its parallelism to speedup computations. Unfortunately, it is not a trivial task to take advantage of such parallel architectures. In this paper, we present a library of swarm intelligence metaheuristics providing automatic parallelizations. The library is freely available, it is implemented by using CUDA, and it includes parallel versions of metaheuristics for both continuous and discrete domains. We show the basic ideas of the parallelization of one of the metaheuristics, and we prove its usefulness by presenting empirical results.
SN 978-1-7281-4569-3
YR 2019
FD 2019
LK https://hdl.handle.net/20.500.14352/88647
UL https://hdl.handle.net/20.500.14352/88647
LA eng
NO I. Cañaveral and F. Rubio, "Dealing with Swarm Intelligence on GPUs," 2019 IEEE International Conference on Systems, Man and Cybernetics (SMC), Bari, Italy, 2019, pp. 2192-2197, doi: 10.1109/SMC.2019.8913934.
DS Docta Complutense
RD 15 dic 2025