Parallel Implementation of Particle Swarm Optimization on FPGA.
Alexandre L. X. Da CostaCaroline A. D. SilvaMatheus F. TorquatoMarcelo A. C. FernandesPublished in: IEEE Trans. Circuits Syst. II Express Briefs (2019)
Keyphrases
- parallel implementation
- particle swarm optimization
- parallel architecture
- pso algorithm
- global optimization
- particle swarm optimization algorithm
- hardware implementation
- high speed
- swarm intelligence
- multi objective
- parallel computers
- differential evolution
- hardware design
- field programmable gate array
- particle swarm optimization pso
- low cost
- genetic algorithm
- particle swarm
- parallel computation
- single chip
- distributed memory
- real time image processing
- software implementation
- signal processing
- dedicated hardware
- convergence speed
- data acquisition
- parallel implementations
- fpga implementation
- message passing interface
- embedded processors
- hardware architecture
- inertia weight
- ant colony optimization
- embedded systems
- neural network
- fpga device
- parallel hardware
- real time