Numerical Optimization (Record no. 425239)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 04500nam a22005895i 4500 |
| 020 ## - INTERNATIONAL STANDARD BOOKNUMBER | |
| International Standard Book Number | 9783540354475 |
| -- | 978-3-540-35447-5 |
| 024 7# - | |
| -- | 10.1007/978-3-540-35447-5 |
| -- | doi |
| 040 ## - | |
| -- | ISI Library, Kolkata |
| 050 #4 - | |
| -- | QA402.5-402.6 |
| 072 #7 - | |
| -- | PBU |
| -- | bicssc |
| 072 #7 - | |
| -- | MAT003000 |
| -- | bisacsh |
| 072 #7 - | |
| -- | PBU |
| -- | thema |
| 082 04 - DEWEYDECIMAL CLASSIFICATION NUMBER | |
| Classification number | 519.6 |
| Edition number | 23 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Bonnans, J. Frédéric. |
| Relator code | aut |
| -- | http://id.loc.gov/vocabulary/relators/aut |
| 245 10 - TITLE STATEMENT | |
| Title | Numerical Optimization |
| Medium | [electronic resource] : |
| Remainder of title | Theoretical and Practical Aspects / |
| Statement of responsibility, etc | by J. Frédéric Bonnans, J. Charles Gilbert, Claude Lemaréchal, Claudia A. Sagastizábal. |
| 942 ## - ADDED ENTRY ELEMENTS(KOHA) | |
| Koha item type | E-BOOKS |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| -- | author. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE STATEMENTS | |
| Place of production, publication, distribution, manufacture | Berlin, Heidelberg : |
| Name of producer, publisher, distributor, manufacturer | Springer Berlin Heidelberg, |
| Date of production, publication, distribution, manufacture | 2006. |
| 300 ## - | |
| -- | XIV, 494 p. |
| -- | online resource. |
| 336 ## - CONTENT TYPE | |
| Content Type Term | text |
| Content Type Code | txt |
| Source | rdacontent |
| 337 ## - MEDIA TYPE | |
| Media Type Term | computer |
| Media Type Code | c |
| Source | rdamedia |
| 338 ## - CARRIER TYPE | |
| Carrier Type Term | online resource |
| Carrier Type Code | cr |
| Source | rdacarrier |
| 347 ## - | |
| -- | text file |
| -- | |
| -- | rda |
| 490 1# - | |
| -- | Universitext, |
| -- | 0172-5939 |
| 505 0# - | |
| -- | Unconstrained Problems -- General Introduction -- Basic Methods -- Line-Searches -- Newtonian Methods -- Conjugate Gradient -- Special Methods -- A Case Study: Seismic Reection Tomography -- Nonsmooth Optimization -- to Nonsmooth Optimization -- Some Methods in Nonsmooth Optimization -- Bundle Methods. The Quest for Descent -- Applications of Nonsmooth Optimization -- Computational Exercises -- Newton's Methods in Constrained Optimization -- Background -- Local Methods for Problems with Equality Constraints -- Local Methods for Problems with Equality and InequalityConstraints -- Exact Penalization -- Globalization by Line-Search -- Quasi-Newton Versions -- Interior-Point Algorithms for Linear and QuadraticOptimization -- Linearly Constrained Optimization and SimplexAlgorithm -- Linear Monotone Complementarity and Associated Vector Fields -- Predictor-Corrector Algorithms -- Non-Feasible Algorithms -- Self-Duality -- One-Step Methods -- Complexity of Linear Optimization Problems with Integer Data -- Karmarkar's Algorithm. |
| 520 ## - | |
| -- | Just as in its 1st edition, this book starts with illustrations of the ubiquitous character of optimization, and describes numerical algorithms in a tutorial way. It covers fundamental algorithms as well as more specialized and advanced topics for unconstrained and constrained problems. Most of the algorithms are explained in a detailed manner, allowing straightforward implementation. Theoretical aspects of the approaches chosen are also addressed with care, often using minimal assumptions. This new edition contains computational exercises in the form of case studies which help understanding optimization methods beyond their theoretical, description, when coming to actual implementation. Besides, the nonsmooth optimization part has been substantially reorganized and expanded. |
| 650 #0 - | |
| -- | Mathematical optimization. |
| 650 #0 - | |
| -- | Numerical analysis. |
| 650 #0 - | |
| -- | Computer software. |
| 650 #0 - | |
| -- | Computer science. |
| 650 14 - | |
| -- | Optimization. |
| -- | http://scigraph.springernature.com/things/product-market-codes/M26008 |
| 650 24 - | |
| -- | Operations Research, Management Science. |
| -- | http://scigraph.springernature.com/things/product-market-codes/M26024 |
| 650 24 - | |
| -- | Calculus of Variations and Optimal Control; Optimization. |
| -- | http://scigraph.springernature.com/things/product-market-codes/M26016 |
| 650 24 - | |
| -- | Numerical Analysis. |
| -- | http://scigraph.springernature.com/things/product-market-codes/M14050 |
| 650 24 - | |
| -- | Algorithm Analysis and Problem Complexity. |
| -- | http://scigraph.springernature.com/things/product-market-codes/I16021 |
| 650 24 - | |
| -- | Mathematics of Computing. |
| -- | http://scigraph.springernature.com/things/product-market-codes/I17001 |
| 700 1# - | |
| -- | Gilbert, J. Charles. |
| -- | author. |
| -- | aut |
| -- | http://id.loc.gov/vocabulary/relators/aut |
| 700 1# - | |
| -- | Lemaréchal, Claude. |
| -- | author. |
| -- | aut |
| -- | http://id.loc.gov/vocabulary/relators/aut |
| 700 1# - | |
| -- | Sagastizábal, Claudia A. |
| -- | author. |
| -- | aut |
| -- | http://id.loc.gov/vocabulary/relators/aut |
| 710 2# - | |
| -- | SpringerLink (Online service) |
| 773 0# - | |
| -- | Springer eBooks |
| 776 08 - | |
| -- | Printed edition: |
| -- | 9783540825739 |
| 776 08 - | |
| -- | Printed edition: |
| -- | 9783540354451 |
| 830 #0 - | |
| -- | Universitext, |
| -- | 0172-5939 |
| 856 40 - | |
| -- | https://doi.org/10.1007/978-3-540-35447-5 |
| 912 ## - | |
| -- | ZDB-2-SMA |
| 950 ## - | |
| -- | Mathematics and Statistics (Springer-11649) |
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