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Sparse optimization : theory and methods /

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Bibliographic Details
Main Author: Zhao, Yun-Bin (Author)
Corporate Author: Taylor & Francis
Format: eBook
Language:English
Published: Boca Raton : CRC Press, Taylor & Francis Group, [2018]
Subjects:
Mathematical optimization.
Optimisation mathématique.
MATHEMATICS > Applied.
MATHEMATICS > Probability & Statistics > General.
Lasso
Mathematical optimization
Electronic books.
Online Access:Connect to the full text of this electronic book
Table of Contents:
  • Chapter 1 Uniqueness of the Sparsest Solution of Linear Systems
  • chapter 2 Uniqueness of Solutions to l1-Minimization Problems
  • chapter 3 Equivalence of l0- and l1-Minimization
  • chapter 1 1-Bit Compressed Sensing
  • chapter 5 Stability of Linear Sparse Optimization Methods
  • chapter 6 Stability of Nonlinear Sparse Optimization Methods
  • chapter 7 Reweighted l1-Algorithms
  • chapter 8 Sparsity via Dual Density.