Towards improved benchmarking of black-box optimization algorithms using clustering problems.
Marcus GallagherPublished in: Soft Comput. (2016)
Keyphrases
- black box
- optimization problems
- discrete optimization
- black boxes
- combinatorial optimization
- hybrid systems
- data mining tasks
- white box
- evolutionary algorithm
- clustering algorithm
- learning algorithm
- test cases
- data clustering
- benchmark problems
- computational complexity
- convex optimization problems
- optimization approaches
- white box testing
- candidate solutions
- optimization algorithm
- data points
- search problems
- optimization criteria
- optimization methods
- convex optimization
- semi definite programming
- data sets