Bilevel Optimization Based on Kriging Approximations of Lower Level Optimal Value Function.
Ankur SinhaSamish BediKalyanmoy DebPublished in: CEC (2018)
Keyphrases
- lower level
- higher level
- upper level
- low level
- high level
- optimal design
- optimal selection
- optimization algorithm
- optimality conditions
- closed form
- joint optimization
- closed form expressions
- bilevel programming
- approximately optimal
- optimal solution
- piecewise linear
- predicate logic
- black box
- unconstrained optimization problems
- constrained optimization
- optimization problems
- dynamic programming
- approximation methods
- efficient computation
- global optimization
- optimization method
- linear programming
- search space
- machine learning