Using Karush-Kuhn-Tucker proximity measure for solving bilevel optimization problems.
Ankur SinhaTharo SounKalyanmoy DebPublished in: Swarm Evol. Comput. (2019)
Keyphrases
- karush kuhn tucker
- nonlinear programming
- optimality conditions
- optimization problems
- proximity measures
- equality constraints
- linear programming
- quadratic programming
- evolutionary algorithm
- stationary points
- random walk
- metaheuristic
- combinatorial optimization
- objective function
- cost function
- lower level
- traveling salesman problem
- distance measure
- knapsack problem
- constrained optimization problems
- convergence analysis
- semidefinite programming
- similarity measure
- variational inequalities
- nearest neighbor
- dynamic programming
- document retrieval
- feature vectors
- high dimensional
- training data
- machine learning