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Practical nonconvex nonsmooth optimization / Frank E. Curtis, Daniel P. Robinson.
Math/Physics/Astronomy Library QA402.5 .C87 2026
By Request
- Format:
- Book
- Author/Creator:
- Curtis, Frank E., 1981- Author.
- Robinson, Daniel P., author.
- Series:
- MOS-SIAM series on optimization
- MOS-SIAM series on optimization ; 36
- Language:
- English
- Subjects (All):
- Nonsmooth optimization.
- Nonconvex programming.
- Physical Description:
- xxv, 483 pages : illustrations (color) ; 26 cm.
- Place of Publication:
- Philadelphia : Society for Industrial and Applied Mathematics, [2026]
- Summary:
- "Introduces the study of an important class of problems in the field of mathematical optimization, specifically those involving continuous functions that may be nonconvex and/or nonsmooth"-- Provided by publisher.
- Contents:
- Terminology and notation
- Motivating problems
- Fundamental theoretical concepts
- Generalized derivatives and differentiability
- Geometric concepts
- Optimality and stationarity
- Fundamental algorithmic concepts
- Smooth optimization methods
- Smoothing methods
- Generalized-gradient methods
- Gradient-sampling methods
- Piecewise-smooth-approximation methods
- Variable-metric methods
- Constrained optimization methods.
- Notes:
- Includes bibliographical references and index.
- Other Format:
- Online version Curtis, Frank E., 1981- Practical nonconvex nonsmooth optimization
- ISBN:
- 9781611978582
- 1611978580
- OCLC:
- 1535132203
- Publisher Number:
- 90103318262
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