A projection-based derivative free DFP approach for solving system of nonlinear convex constrained monotone equations with image restoration applications.
Maaz ur RehmanJamilu Sabi'uMuhammad SohaibAbdullah ShahPublished in: J. Appl. Math. Comput. (2023)
Keyphrases
- image restoration
- derivative free
- nonlinear equations
- neural learning
- total variation
- gradient method
- unconstrained optimization
- image processing
- regularization parameter
- markov random field
- convex optimization
- super resolution
- optimization methods
- motion blur
- multiscale
- constrained optimization
- nonlinear optimization
- fan beam
- convergence rate
- simulated annealing
- linear systems
- higher order
- cost function
- neural network