Black box optimization using evolutionary algorithm with novel selection and replacement strategies based on similarity between solutions.
Hassan IsmkhanPublished in: Appl. Soft Comput. (2018)
Keyphrases
- black box
- evolutionary algorithm
- optimization problems
- candidate solutions
- optimization strategies
- evolutionary search
- function optimization
- genetic operators
- evolution strategy
- multi objective
- black boxes
- estimation of distribution algorithms
- optimization method
- evolutionary computation
- white box
- optimization algorithm
- selection strategies
- rule extraction
- differential evolution
- optimization criteria
- similarity measure
- fitness function
- optimization process
- state transition
- genetic algorithm
- evolutionary strategy
- multi objective optimization
- test cases
- simulated annealing
- integration testing
- white box testing
- mutation operator
- global optimization
- genetic programming
- multi objective evolutionary algorithms
- solution space
- database systems
- artificial intelligence
- databases
- data sets