Numerical Optimization (Record no. 75100)
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000 -LEADER | |
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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 |
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-- | 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 |
912 ## - | |
-- | ZDB-2-SMA |
912 ## - | |
-- | ZDB-2-SXMS |
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