A Dynamical System Perspective for Escaping Sharp Local Minima in Equality Constrained Optimization Problems.
Han FengHaixiang ZhangJavad LavaeiPublished in: CDC (2020)
Keyphrases
- dynamical systems
- constrained optimization problems
- constrained optimization
- constraint handling
- optimization problems
- evolutionary algorithm
- differential evolution
- differential equations
- penalty function
- fitness function
- nonlinear dynamical systems
- phase space
- dynamical behavior
- state space
- crossover operator
- simulated annealing
- global convergence
- search space
- premature convergence
- initial conditions
- optimization algorithm
- neural network
- genetic programming
- hidden markov models
- objective function
- hybrid algorithm
- predictive state representations
- qualitative differential equations
- convergence speed
- particle swarm optimization pso
- reinforcement learning