The Newton-Cauchy framework : a unified approach to unconstrained nonlinear minimization
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 e...
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| 第一著者: | |
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| フォーマット: | Livre numérique |
| 言語: | Anglais |
| 出版事項: |
Berlin [etc.] :
Springer
[20..].
Cham : Springer Nature |
| シリーズ: | Lecture notes in computer science
769 |
| 主題: | |
| オンライン･アクセス: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| 注記: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • The Newton-Cauchy framework, a unified approach to unconstrained nonlinear minimization, John L. Nazareth, Berlin, Springer-Verlag, 1994, 1 vol. (xii-101 p.), Lecture notes in computer science, 0-387-57671-1 • The Newton-Cauchy Framework, Texte imprimé, 9783662186930 |
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| 100 | 1 | |a Nazareth, John Lawrence. | |
| 245 | 1 | 0 | |a The Newton-Cauchy framework : |b a unified approach to unconstrained nonlinear minimization |c John L. Nazareth. |
| 260 | |a Berlin [etc.] : |b Springer. | ||
| 260 | |a Cham : |b Springer Nature, |c [20..]. | ||
| 490 | 0 | |a Lecture notes in computer science |v 769 |x 1611-3349 | |
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 505 | 0 | |a Motivation -- The metric-based Cauchy perspective -- The model-based Newton perspective -- The Newton-Cauchy framework -- Convergent implementable algorithms -- Unconstrained optimization technology. | |
| 506 | |a Accès en ligne pour les établissements français bénéficiaires des licences nationales | ||
| 506 | |a Accès soumis à abonnement pour tout autre établissement | ||
| 506 | |a Conditions particulières de réutilisation pour les bénéficiaires des licences nationales. https://www.licencesnationales.fr/springer-nature-ebooks-contrat-licence-ln-2017 | ||
| 520 | |a 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. | ||
| 650 | |a Informatique | ||
| 650 | |a Optimisation mathématique | ||
| 650 | |a Analyse numérique | ||
| 650 | |a Théorie de la commande | ||
| 650 | |a Calcul des variations | ||
| 650 | |a Programmation non linéaire | ||
| 650 | |a Ingénierie assistée par ordinateur | ||
| 776 | 0 | |0 018047211 |t The Newton-Cauchy framework |o a unified approach to unconstrained nonlinear minimization |f John L. Nazareth |c Berlin |n Springer-Verlag |d 1994 |p 1 vol. (xii-101 p.) |s Lecture notes in computer science |z 0-387-57671-1 | |
| 776 | 0 | |t The Newton-Cauchy Framework |b Texte imprimé |z 9783662186930 | |
| 856 | 4 | |q PDF |u https://doi.org/10.1007/3-540-57671-1 |z Accès sur la plateforme de l'éditeur | |
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