Tradeoffs Between Convergence Speed and Reconstruction Accuracy in Inverse Problems.
Raja GiryesYonina C. EldarAlexander M. BronsteinGuillermo SapiroPublished in: IEEE Trans. Signal Process. (2018)
Keyphrases
- convergence speed
- inverse problems
- global optimization
- image reconstruction
- pso algorithm
- particle swarm optimization
- convex optimization
- particle swarm optimization algorithm
- convergence rate
- differential evolution
- step size
- optimization problems
- faster convergence
- global search
- firefly algorithm
- optimization methods
- early vision
- partial differential equations
- smoothness constraint
- parameter space
- metaheuristic
- multi objective
- search space
- neural network