Automatically discovering clusters of algorithm and problem instance behaviors as well as their causes from experimental data, algorithm setups, and instance features.
Thomas WeiseXiaofeng WangQi QiBin LiKe TangPublished in: Appl. Soft Comput. (2018)
Keyphrases
- experimental data
- k means
- dynamic programming
- preprocessing
- probabilistic model
- recognition algorithm
- detection algorithm
- worst case
- np hard
- input data
- particle swarm optimization
- clustering method
- decision trees
- genetic algorithm
- prior knowledge
- data mining
- computational complexity
- maximum likelihood
- expectation maximization
- objective function