How Unconventional Chaotic Pseudo-Random Generators Influence Population Diversity in Differential Evolution.
Roman SenkerikAdam ViktorinMichal PluhacekTomas KadavyIvan ZelinkaPublished in: ICAISC (1) (2018)
Keyphrases
- differential evolution
- population diversity
- pseudorandom
- evolutionary algorithm
- convergence speed
- random numbers
- premature convergence
- mutation operator
- particle swarm optimization
- crossover operator
- uniformly distributed
- evolutionary strategy
- random number
- differential evolution algorithm
- optimization algorithm
- optimization method
- test functions
- hybrid algorithm
- evolutionary computation
- particle swarm optimization pso
- multi objective
- secret key
- evolution strategy
- particle swarm optimization algorithm
- optimization problems
- multi objective optimization
- function optimization
- evolutionary programming
- parameter optimization
- genetic algorithm
- genetic programming
- simulated annealing
- global search
- fitness function
- artificial bee colony
- step size
- markov chain
- particle swarm optimizer
- knapsack problem
- particle swarm
- particle swarm optimisation
- computational intelligence
- search algorithm