A one-layer recurrent neural network for constrained nonconvex optimization.
Guocheng LiZheng YanJun WangPublished in: Neural Networks (2015)
Keyphrases
- recurrent neural networks
- global optimization
- optimization problems
- lagrange multipliers
- neural network
- concave convex procedure
- feed forward
- recurrent networks
- artificial neural networks
- complex valued
- feedforward neural networks
- nonlinear programming
- objective function
- reservoir computing
- constrained optimization
- optimization algorithm
- echo state networks
- hidden layer
- long short term memory
- neural model
- multi layer
- knowledge base
- decision making
- convex optimization
- saddle point
- optimization method
- real time