A Study on SMO Algorithm for Solving ϵ-SVR with Non-PSD Kernels.
Xiaojian ZhouYiZhong MaPublished in: Commun. Stat. Simul. Comput. (2013)
Keyphrases
- dynamic programming
- detection algorithm
- experimental study
- matching algorithm
- learning algorithm
- optimal solution
- computational complexity
- k means
- quadratic programming
- cost function
- np hard
- significant improvement
- computational cost
- simulated annealing
- expectation maximization
- support vector machine svm
- evolutionary algorithm
- search space
- similarity measure
- support vector classification
- immune algorithm
- decomposition methods
- gradient projection
- recognition algorithm
- combinatorial optimization
- regression model
- linear programming
- objective function