Optimality condition and complexity analysis for linearly-constrained optimization without differentiability on the boundary.
Gabriel HaeserHongcheng LiuYinyu YePublished in: Math. Program. (2019)
Keyphrases
- constrained optimization
- complexity analysis
- sufficient conditions
- theoretical analysis
- objective function
- constrained optimization problems
- penalty function
- lower bound
- unconstrained optimization
- constraint handling
- optimal solution
- interval analysis
- augmented lagrangian
- penalty functions
- computational complexity
- first order logic
- genetic programming
- inequality constraints
- closed form solutions
- neural network
- optimization algorithm
- stationary points
- cost function
- evolutionary algorithm
- expert systems
- artificial intelligence