Tutorial on Stochastic Simulation and Optimization Methods in Signal Processing.
Marcelo PereyraPhilip SchniterÉmilie ChouzenouxJean-Christophe PesquetJean-Yves TourneretAlfred O. Hero IIISteve McLaughlinPublished in: CoRR (2015)
Keyphrases
- optimization methods
- stochastic simulation
- signal processing
- optimization method
- simple examples
- belief networks
- bayesian analysis
- optimization problems
- image processing
- simulated annealing
- ordinary differential equations
- pattern recognition
- computer vision
- optimization approaches
- stochastic methods
- evolutionary algorithm
- direct optimization
- optimization algorithm
- multi objective
- dynamic systems
- objective function
- efficient optimization
- training data