Implementación sobre FPGA de la estrategia evolutiva CMA-ES para optimización numérica.
Leopoldo UrbinaCarlos A. DuchanoyMarco A. Moreno-ArmendárizDerlis LaraHiram CalvoPublished in: Res. Comput. Sci. (2015)
Keyphrases
- cma es
- evolution strategy
- covariance matrix
- evolutionary algorithm
- hardware implementation
- field programmable gate array
- real time image processing
- differential evolution
- high speed
- verilog hdl
- hardware design
- software implementation
- hardware architecture
- signal processing
- hardware architectures
- low cost
- genetic operators
- dedicated hardware
- particle swarm optimization algorithm
- neural network
- real time
- embedded systems
- global search
- optimization methods
- principal component analysis
- multi objective
- parallel hardware
- optimal solution
- data acquisition
- metaheuristic
- optimization algorithm
- genetic programming
- worst case
- fpga implementation
- fpga device
- computational complexity