Generic Primal-dual Interior Point Methods Based on a New Kernel Function.
Mohamed El GhamiCornelis RoosPublished in: RAIRO Oper. Res. (2008)
Keyphrases
- kernel function
- interior point methods
- primal dual
- convex optimization
- linear programming
- linear program
- semidefinite programming
- convex programming
- linear programming problems
- interior point algorithm
- kernel matrix
- approximation algorithms
- support vector
- convergence rate
- interior point
- input space
- kernel methods
- feature space
- support vector machine
- simplex algorithm
- high dimensional
- hyperplane
- semidefinite
- feature set
- multiple kernel learning
- kernel learning
- quadratic programming
- svm classifier
- computationally intensive
- optimal solution