A one-layer recurrent neural network for constrained nonsmooth invex optimization.
Guocheng LiZheng YanJun WangPublished in: Neural Networks (2014)
Keyphrases
- recurrent neural networks
- complex valued
- neural network
- concave convex procedure
- feed forward
- saddle point
- fractional programming
- reservoir computing
- multi layer
- recurrent networks
- mathematical programming
- neural model
- hidden layer
- optimization methods
- echo state networks
- long short term memory
- variational inequalities
- image restoration and reconstruction
- optimization problems
- artificial neural networks
- constrained optimization
- convex optimization
- nonlinear dynamic systems
- optimization algorithm
- feedforward neural networks
- bilevel programming
- globally convergent
- global optimization
- combinatorial optimization