An Improved Differential Evolution with Efficient Parameters Adjustment.
Sheng-Ta HsiehTse SuHuang-Lyu WuPublished in: CANDAR (2013)
Keyphrases
- differential evolution
- evolutionary algorithm
- parameter optimization
- particle swarm optimization
- convergence speed
- differential evolution algorithm
- optimization algorithm
- test functions
- evolutionary strategy
- optimization method
- premature convergence
- mutation operator
- genetic algorithm
- particle swarm optimization pso
- hybrid algorithm
- constrained optimization problems
- multi objective optimization
- direct search
- evolution strategy
- biogeography based optimization
- numerical optimization problems
- solving global optimization problems
- evolutionary computation
- maximum likelihood
- parameter estimation
- global optimization problems
- neural network
- test problems
- particle swarm optimization algorithm
- initial population
- parameter values
- evolutionary programming
- scale factor
- expectation maximization
- multi objective