First-order methods in optimization
Amir Beck
Bok Engelsk 2017
| Originaltittel | |
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| Omfang | xii, 475 sider
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| Opplysninger | Vector spaces -- Extended real-value functions -- Subgradients -- Conjugate functions -- Smoothness and strong convexity -- The proximal operator -- Spectral functions -- Primal and dual projected subgradient methods -- Mirror descent -- The proximal gradient method -- The block proximal gradient method -- Dual-based proximal gradient methods -- The generalized Conditional gradient method -- Alternating minimization -- ADMM.
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| Emner | |
| Dewey | |
| ISBN | 978-1611974980
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