Numerical Optimization (Record no. 75100)

000 -LEADER
fixed length control field 04059nam a22006135i 4500
001 - CONTROL NUMBER
control field 978-0-387-40065-5
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20220801140033.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 100301s2006 xxu| s |||| 0|eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 9780387400655
-- 978-0-387-40065-5
082 04 - CLASSIFICATION NUMBER
Call Number 519.6
100 1# - AUTHOR NAME
Author Nocedal, Jorge.
245 10 - TITLE STATEMENT
Title Numerical Optimization
250 ## - EDITION STATEMENT
Edition statement 2nd ed. 2006.
300 ## - PHYSICAL DESCRIPTION
Number of Pages XXII, 664 p.
490 1# - SERIES STATEMENT
Series statement Springer Series in Operations Research and Financial Engineering,
505 0# - FORMATTED CONTENTS NOTE
Remark 2 Fundamentals of Unconstrained Optimization -- Line Search Methods -- Trust-Region Methods -- Conjugate Gradient Methods -- Quasi-Newton Methods -- Large-Scale Unconstrained Optimization -- Calculating Derivatives -- Derivative-Free Optimization -- Least-Squares Problems -- Nonlinear Equations -- Theory of Constrained Optimization -- Linear Programming: The Simplex Method -- Linear Programming: Interior-Point Methods -- Fundamentals of Algorithms for Nonlinear Constrained Optimization -- Quadratic Programming -- Penalty and Augmented Lagrangian Methods -- Sequential Quadratic Programming -- Interior-Point Methods for Nonlinear Programming.
520 ## - SUMMARY, ETC.
Summary, etc Numerical Optimization presents a comprehensive and up-to-date description of the most effective methods in continuous optimization. It responds to the growing interest in optimization in engineering, science, and business by focusing on the methods that are best suited to practical problems. For this new edition the book has been thoroughly updated throughout. There are new chapters on nonlinear interior methods and derivative-free methods for optimization, both of which are used widely in practice and the focus of much current research. Because of the emphasis on practical methods, as well as the extensive illustrations and exercises, the book is accessible to a wide audience. It can be used as a graduate text in engineering, operations research, mathematics, computer science, and business. It also serves as a handbook for researchers and practitioners in the field. The authors have strived to produce a text that is pleasant to read, informative, and rigorous - one that reveals both the beautiful nature of the discipline and its practical side.
700 1# - AUTHOR 2
Author 2 Wright, Stephen.
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier https://doi.org/10.1007/978-0-387-40065-5
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type eBooks
264 #1 -
-- New York, NY :
-- Springer New York :
-- Imprint: Springer,
-- 2006.
336 ## -
-- text
-- txt
-- rdacontent
337 ## -
-- computer
-- c
-- rdamedia
338 ## -
-- online resource
-- cr
-- rdacarrier
347 ## -
-- text file
-- PDF
-- rda
650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1
-- Mathematical optimization.
650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1
-- Calculus of variations.
650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1
-- System theory.
650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1
-- Control theory.
650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1
-- Mathematics—Data processing.
650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1
-- Operations research.
650 14 - SUBJECT ADDED ENTRY--SUBJECT 1
-- Optimization.
650 24 - SUBJECT ADDED ENTRY--SUBJECT 1
-- Calculus of Variations and Optimization.
650 24 - SUBJECT ADDED ENTRY--SUBJECT 1
-- Systems Theory, Control .
650 24 - SUBJECT ADDED ENTRY--SUBJECT 1
-- Computational Mathematics and Numerical Analysis.
650 24 - SUBJECT ADDED ENTRY--SUBJECT 1
-- Operations Research and Decision Theory.
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE
-- 2197-1773
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-- ZDB-2-SMA
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-- ZDB-2-SXMS

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