Introduction to the Issue on Convex Optimization Methods for Signal Processing.
Yonina C. EldarTimothy N. DavidsonAlex B. GershmanZhi-Quan LuoPublished in: J. Sel. Topics Signal Processing (2007)
Keyphrases
- optimization methods
- signal processing
- convex relaxation
- efficient optimization
- optimization method
- optimization problems
- simulated annealing
- global convergence
- image processing
- unconstrained optimization
- fourier transform
- optimization approaches
- stochastic methods
- evolutionary algorithm
- quasi newton
- gradient method
- convex hull
- trust region
- convex optimization
- direct optimization
- globally optimal
- portfolio optimization
- particle swarm
- pattern recognition
- information retrieval
- risk minimization
- neural network
- genetic algorithm
- bayesian network models