Ensuring DNN Solution Feasibility for Optimization Problems with Linear Constraints.
Tianyu ZhaoXiang PanMinghua ChenSteven H. LowPublished in: ICLR (2023)
Keyphrases
- linear constraints
- optimization problems
- nonlinear programming
- quadratic program
- constraint solver
- constraint databases
- linear relaxation
- evolutionary algorithm
- cost function
- metaheuristic
- linearly constrained
- optimal solution
- equality constraints
- variational inequalities
- convex sets
- decomposition algorithm
- linear program
- learning algorithm
- shape analysis
- np hard
- image processing