Automatic estimation of differential evolution parameters using Hidden Markov Models.
Marwa KeshkHemant K. SinghHussein A. AbbassPublished in: Evol. Intell. (2018)
Keyphrases
- differential evolution
- parameter optimization
- evolutionary algorithm
- differential evolution algorithm
- optimization algorithm
- convergence speed
- evolutionary strategy
- particle swarm optimization
- test functions
- optimization method
- multi objective optimization
- mutation operator
- particle swarm optimization pso
- genetic algorithm
- parameter estimation
- function optimization problems
- evolution strategy
- numerical optimization problems
- evolutionary programming
- hybrid algorithm
- global optimization problems
- real coded
- constrained optimization problems
- crossover operator
- premature convergence
- multi objective
- initial population
- expectation maximization
- control parameters
- direct search
- particle swarm
- optimization problems
- artificial neural networks
- harmony search
- parameter values
- pso algorithm
- crossover rate
- artificial bee colony
- evolutionary computation
- objective function