Finding Second-Order Stationary Points Efficiently in Smooth Nonconvex Linearly Constrained Optimization Problems.
Songtao LuMeisam RazaviyaynBo YangKejun HuangMingyi HongPublished in: NeurIPS (2020)
Keyphrases
- stationary points
- constrained optimization problems
- constrained optimization
- optimization problems
- objective function
- penalty function
- karush kuhn tucker
- nonlinear programming
- convergence analysis
- global convergence
- evolutionary algorithm
- equality constraints
- mathematical program
- fixed point
- differential evolution
- higher order
- mathematical programming
- optimality conditions
- convergence speed
- semidefinite programming
- fitness function
- metaheuristic
- particle swarm optimization
- genetic programming
- linear programming
- polynomial equations
- special case
- genetic algorithm