Coverart for item
The Resource The Newton-Cauchy framework : a unified approach to unconstrained nonlinear minimization, J.L. Nazareth

The Newton-Cauchy framework : a unified approach to unconstrained nonlinear minimization, J.L. Nazareth

Label
The Newton-Cauchy framework : a unified approach to unconstrained nonlinear minimization
Title
The Newton-Cauchy framework
Title remainder
a unified approach to unconstrained nonlinear minimization
Statement of responsibility
J.L. Nazareth
Creator
Subject
Genre
Language
eng
Summary
Computational unconstrained nonlinear optimization comes to life from a study of the interplay between the metric-based (Cauchy) and model-based (Newton) points of view. The motivating problem is that of minimizing a convex quadratic function. This research monograph reveals for the first time the essential unity of the subject. It explores the relationships between the main methods, develops the Newton-Cauchy framework and points out its rich wealth of algorithmic implications and basic conceptual methods. The monograph also makes a valueable contribution to unifying the notation and terminology of the subject. It is addressed topractitioners, researchers, instructors, and students and provides a useful and refreshing new perspective on computational nonlinear optimization
Member of
Cataloging source
SCPER
http://library.link/vocab/creatorName
Nazareth, J. L.
Dewey number
004/.01/51976
Index
no index present
LC call number
T57.8
LC item number
.N39 1994
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
Series statement
Lecture notes in computer science
Series volume
769
http://library.link/vocab/subjectName
  • Nonlinear programming
  • Mathematical optimization
  • Mathematical optimization
  • Nonlinear programming
  • Niet-lineaire programmering
  • Optimaliseren
Label
The Newton-Cauchy framework : a unified approach to unconstrained nonlinear minimization, J.L. Nazareth
Instantiates
Publication
Bibliography note
Includes bibliographical references (pages 91-101)
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Motivation -- The metric-based Cauchy perspective -- The model-based Newton perspective -- The Newton-Cauchy framework -- Convergent implementable algorithms -- Unconstrained optimization technology
Control code
321345631
Dimensions
unknown
Extent
1 online resource (xii, 101 pages).
Form of item
online
Isbn
9783540483106
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)321345631
Label
The Newton-Cauchy framework : a unified approach to unconstrained nonlinear minimization, J.L. Nazareth
Publication
Bibliography note
Includes bibliographical references (pages 91-101)
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Motivation -- The metric-based Cauchy perspective -- The model-based Newton perspective -- The Newton-Cauchy framework -- Convergent implementable algorithms -- Unconstrained optimization technology
Control code
321345631
Dimensions
unknown
Extent
1 online resource (xii, 101 pages).
Form of item
online
Isbn
9783540483106
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)321345631

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