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First-order methods in optimization /

Beck, Amir,

First-order methods in optimization /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	First-order methods in optimization /Amir Beck.
作者:	Beck, Amir,
面頁冊數:	xii, 475 pages ;26 cm.
標題:	Mathematical optimization.
ISBN:	9781611974980

First-order methods in optimization /
Beck, Amir,

First-order methods in optimization /Amir Beck. - xii, 475 pages ;26 cm. - MOS-SIAM series on optimization.. - MOS-SIAM series on optimization..

Includes bibliographical references and index.

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.

ISBN: 9781611974980$97.00

LCCN: 2017026859

Nat. Bib. No.: cam a2200289 i 4500Subjects--Topical Terms:

183292
Mathematical optimization.

LC Class. No.: QA402.5 / B393 2017

Dewey Class. No.: 519.6

First-order methods in optimization /
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003 OCoLC
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010 $a 2017026859
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020 $a 9781611974980 $c $97.00
020 $a 1611974984
035 $a (OCoLC)1002692951
035 $a 1002692951
040 $a DLC $b eng $e rda $c DLC $d OCLCF $d YDX $d YDX $d OCLCO $d OCLCQ
042 $a pcc
050 0 0 $a QA402.5 $b B393 2017
082 0 0 $a 519.6 $2 23
100 1 $a Beck, Amir, $e author. $3 827871
245 1 0 $a First-order methods in optimization / $c Amir Beck.
264 1 $a Philadelphia : $b Society for Industrial and Applied Mathematics ; $a Philadelphia : $b Mathematical Optimization Society, $c [2017]
300 $a xii, 475 pages ; $c 26 cm.
336 $a text $b txt $2 rdacontent.
337 $a unmediated $b n $2 rdamedia.
338 $a volume $b nc $2 rdacarrier.
490 1 $a MOS-SIAM series on optimization.
504 $a Includes bibliographical references and index.
505 0 $a 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.
650 0 $a Mathematical optimization. $3 183292
650 0 $a Convergence. $3 182684
776 0 8 $i Online version: $a Beck, Amir. $t First-order methods in optimization. $d Philadelphia : Society for Industrial and Applied Mathematics ; Philadelphia : Mathematical Optimization Society, [2017] $z 9781611974997 $w (DLC) 2017042114.
830 0 $a MOS-SIAM series on optimization. $3 827872