Optimal design of large-scale screening experiments: a critical look at the coordinate-exchange algorithm.
Daniel Palhazi CuervoPeter GoosKenneth SörensenPublished in: Stat. Comput. (2016)
Keyphrases
- optimal design
- computational complexity
- learning algorithm
- improved algorithm
- experimental evaluation
- objective function
- cost function
- data sets
- detection algorithm
- matching algorithm
- high accuracy
- optimal solution
- selection algorithm
- np hard
- preprocessing
- similarity measure
- computationally efficient
- tree structure
- ant colony optimization
- clustering method
- single pass
- optimization algorithm
- theoretical analysis
- expectation maximization
- particle swarm optimization
- significant improvement
- data structure
- feature selection
- real world