A Survey of Stochastic Simulation and Optimization Methods in Signal Processing.
Marcelo PereyraPhilip SchniterÉmilie ChouzenouxJean-Christophe PesquetJean-Yves TourneretAlfred O. Hero IIISteve McLaughlinPublished in: IEEE J. Sel. Top. Signal Process. (2016)
Keyphrases
- optimization methods
- stochastic simulation
- signal processing
- bayesian analysis
- simulated annealing
- optimization method
- simple examples
- belief networks
- optimization problems
- image processing
- pattern recognition
- ordinary differential equations
- optimization approaches
- efficient optimization
- stochastic methods
- search space
- multiscale
- training data
- machine learning
- direct optimization