Extended Karush-Kuhn-Tucker condition for constrained interval optimization problems and its application in support vector machines.
Debdas GhoshAbhishek SinghK. K. ShuklaKartik ManchandaPublished in: Inf. Sci. (2019)
Keyphrases
- karush kuhn tucker
- optimization problems
- support vector
- optimality conditions
- nonlinear programming
- quadratic programming
- evolutionary algorithm
- stationary points
- equality constraints
- objective function
- constrained optimization problems
- metaheuristic
- sufficient conditions
- cost function
- optimization methods
- semidefinite programming
- constraint qualification
- support vector machine
- combinatorial optimization
- hyperplane
- generalization ability
- real valued
- convex optimization
- traveling salesman problem
- cross validation
- svm classifier
- kernel function
- optimal solution