An evolutionary algorithm based on Covariance Matrix Leaning and Searching Preference for solving CEC 2014 benchmark problems.
Lei ChenZhe ZhengHai-Lin LiuShengli XiePublished in: IEEE Congress on Evolutionary Computation (2014)
Keyphrases
- benchmark problems
- covariance matrix
- evolutionary algorithm
- optimization problems
- simulated annealing
- combinatorial optimization
- covariance matrices
- multi objective
- test problems
- principal component analysis
- evolutionary computation
- sample size
- job shop scheduling problem
- genetic algorithm
- metaheuristic
- multi objective optimization
- differential evolution
- multivariate gaussian
- gaussian mixture
- genetic operators
- fitness function
- tabu search
- genetic programming
- geometrical interpretation
- mahalanobis distance
- optimisation problems
- eigendecomposition
- optimization method
- optimization methods
- objective function
- eigenvalues and eigenvectors
- class conditional densities
- knapsack problem
- mutation operator
- traveling salesman problem
- similarity measure
- evolution strategy
- crossover operator
- solution space
- correlation matrix
- particle swarm optimization pso
- genetic algorithm ga
- cma es