عنوان
پدید آورنده
موضوع
رده
کتابخانه
محل استقرار
INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
9780387217888
NATIONAL BIBLIOGRAPHY NUMBER
Number
dltt
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Differentiable Optimization and Equation Solving
General Material Designation
[Book]
Other Title Information
A Treatise on Algorithmic Science and the Karmarkar Revolution /
First Statement of Responsibility
by John Lawrence Nazareth.
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
XVII, 256 p. 2 illus :
Other Physical Details
online resource.
SERIES
Series Title
CMS Books in Mathematics,
ISSN of Series
1613-5237
CONTENTS NOTE
Text of Note
Foundations -- The Karmarkar Revolution -- The Newton-Cauchy Method -- Euler-Newton and Lagrange-NC Methods -- Lessons from One Dimension -- A Misleading Paradigm -- CG and the Line Search -- Gilding the Nelder\U+2014\Mead Lily -- Choosing the Right Diagonal Scale -- Historical Parallels -- LP from the Newton-Cauchy Perspective -- Diagonal Metrics and the QC Method -- Linear Programming Post-Karmarkar -- LP from the Euler-Newton Perspective -- Log-Barrier Transformations -- Karmarkar Potentials and Algorithms -- Algorithmic Science -- Algorithmic Principles -- Multialgorithms: A New Paradigm -- An Emerging Discipline.
0
SUMMARY OR ABSTRACT
Text of Note
In 1984, N. Karmarkar published a seminal paper on algorithmic linear programming. During the subsequent decade, it stimulated a huge outpouring of new algorithmic results by researchers world-wide in many areas of mathematical programming and numerical computation. This book gives an overview of the resulting, dramatic reorganization that has occurred in one of these areas: algorithmic differentiable optimization and equation-solving, or, more simply, algorithmic differentiable programming. The book is aimed at readers familiar with advanced calculus, numerical analysis, in particular numerical linear algebra, the theory and algorithms of linear and nonlinear programming, and the fundamentals of computer science, in particular, computer programming and the basic models of computation and complexity theory. "Very fine monograph...filled with great insights." -Joseph F. Traub, Columbia University.
OTHER EDITION IN ANOTHER MEDIUM
International Standard Book Number
9780387955728
PIECE
Title
Springer eBooks
TOPICAL NAME USED AS SUBJECT
Algorithms.
Algorithms.
Computer science-- Mathematics.
Management science.
Mathematical models.
Mathematical optimization.
Mathematics.
Mathematics.
Operations research.
Computational Mathematics and Numerical Analysis.
Mathematical Modeling and Industrial Mathematics.
Operations Research, Management Science.
Optimization.
PERSONAL NAME - PRIMARY RESPONSIBILITY
Nazareth, John Lawrence
CORPORATE BODY NAME - ALTERNATIVE RESPONSIBILITY
SpringerLink (Online service)
ORIGINATING SOURCE
Date of Transaction
20160428095000.0
ELECTRONIC LOCATION AND ACCESS
Electronic name
مطالعه متن کتاب [Book]
Y
