Unconventional modelling of complex system via cellular automata and differential evolution.
Martin KotyrbaEva VolnáPetr BujokPublished in: Swarm Evol. Comput. (2015)
Keyphrases
- cellular automata
- differential evolution
- evolutionary algorithm
- optimization algorithm
- differential evolution algorithm
- cellular automaton
- particle swarm optimization
- convergence speed
- cellular automata model
- test functions
- function optimization problems
- lattice gas
- mutation operator
- optimization method
- multi objective optimization
- evolution strategy
- genetic algorithm
- particle swarm optimization pso
- complex systems
- parameter optimization
- particle swarm
- pattern formation
- global optimization problems
- numerical optimization problems
- direct search
- real coded
- chaotic dynamics
- crossover operator
- traffic flow
- cellular automaton model
- evolutionary strategy
- neural network
- learning rate
- solving global optimization problems