MM optimization algorithms / Kenneth Lange, University of California, Los Angeles, California.

Author
Lange, Kenneth [Browse]
Format
Book
Language
English
Published/​Created
Philadelphia : Society for Industrial and Applied Mathematics, [2016]
Description
ix, 223 pages : illustratons ; 26 cm.

Details

Subject(s)
Series
Other titles in applied mathematics ; 147. [More in this series]
Bibliographic references
Includes bibliographical references and index.
Contents
  • Preface
  • 1. Beginning examples
  • 2. Convexity and inequalities
  • 3. Nonsmooth analysis
  • 4. Majorization and minorization
  • 5. Proximal algorithms
  • 6. Regression and multivariate analysis
  • 7. Convergence and acceleration
  • Appendix A. Mathematical background.
Other title(s)
Optimization algorithms
ISBN
  • 9781611974393 ((hbk.))
  • 1611974399 ((hbk.))
LCCN
2016016275
OCLC
946987414
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