A Mean-Field Optimal Control Formulation for Global Optimization.
Chi ZhangAmirhossein TaghvaeiPrashant G. MehtaPublished in: IEEE Trans. Autom. Control. (2019)
Keyphrases
- global optimization
- optimal control
- deterministic annealing
- dynamic programming
- control problems
- feedback control
- control strategy
- particle swarm optimization
- class of nonlinear systems
- optimal control problems
- infinite horizon
- markov random field
- reinforcement learning
- image completion
- pso algorithm
- global search
- constrained global optimization
- posterior distribution
- global solution
- machine learning
- linear quadratic
- evolutionary algorithm
- learning algorithm
- genetic algorithm