Hardware implementation of the elitist compact Genetic Algorithm using Cellular Automata pseudo-random number generator.
Marco A. Moreno-ArmendárizNareli Cruz CortésCarlos A. DuchanoyAlejandro León-JavierRolando QuinteroPublished in: Comput. Electr. Eng. (2013)
Keyphrases
- cellular automata
- hardware implementation
- random number generator
- genetic algorithm
- immune genetic algorithm
- evolutionary algorithm
- random number
- mutation operator
- shift register
- multi objective
- cellular automaton
- efficient implementation
- signal processing
- hardware design
- dedicated hardware
- image processing algorithms
- fitness function
- nsga ii
- fpga implementation
- software implementation
- fitness sharing
- cellular automata model
- chaotic dynamics
- lattice gas
- discrete dynamical systems
- field programmable gate array
- crossover operator
- pattern formation
- reaction diffusion
- path planner
- pseudorandom
- neural network
- potts model
- traffic flow
- differential evolution
- ant colony optimization
- particle swarm optimization
- simulated annealing
- general purpose
- cellular automaton model
- mobile robot
- machine learning