Global Convergence of Langevin Dynamics Based Algorithms for Nonconvex Optimization.
Pan XuJinghui ChenQuanquan GuPublished in: CoRR (2017)
Keyphrases
- global convergence
- optimization methods
- optimization problems
- convergence rate
- convergence analysis
- globally convergent
- global optimum
- convergence speed
- coordinate ascent
- global optimization
- constrained optimization problems
- step size
- convex minimization
- objective function
- line search
- particle swarm
- constrained optimization
- hybrid algorithm
- genetic programming
- evolutionary algorithm
- search space