Differential Evolution Based on Fitness Euclidean-Distance Ratio for Multimodal Optimization.
Jing J. LiangBo-Yang QuXiaobo MaoTiejun ChenPublished in: ICIC (3) (2012)
Keyphrases
- differential evolution
- euclidean distance
- evolutionary algorithm
- optimization algorithm
- optimization method
- evolution strategy
- optimization problems
- parameter optimization
- global optimization problems
- genetic algorithm
- differential evolution algorithm
- test functions
- real coded
- mutation operator
- evolution process
- convergence speed
- harmony search
- distance metric
- particle swarm
- particle swarm optimization
- function optimization
- distance measure
- direct search
- similarity measure
- multi objective
- multi objective optimization
- distance function
- evolutionary strategy
- numerical optimization
- feature vectors
- premature convergence
- dimensionality reduction
- particle swarm optimization pso
- data points
- genetic programming
- numerical optimization problems
- optimization procedure
- fitness function
- global optimization
- solving global optimization problems
- machine learning
- optimization model
- crossover operator
- high dimensional data
- initial population
- knn
- metaheuristic
- selection operator
- image processing
- global search
- euclidean norm