Nonsmooth Vector Functions and Continuous Optimization
A recent significant innovation in mathematical sciences has been the progressive use of nonsmooth calculus, an extension of the differential calculus, as a key tool of modern analysis in many areas of mathematics, operations research, and engineering. Focusing on the study of nonsmooth vector funct...
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| Main Author: | |
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| Format: | Livre numérique |
| Language: | Anglais |
| Published: |
New York, NY :
Springer US
[20..].
Cham : Springer Nature |
| Edition: | 1st ed. 2008. |
| Series: | Springer Optimization and Its Applications
10 |
| Subjects: | |
| Online Access: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Note: |
L'impression du document génère 276 p. Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Nonsmooth Vector Functions and Continuous Optimization, Texte imprimé, 9780387737164 • Nonsmooth Vector Functions and Continuous Optimization, Texte imprimé, 9781441944726 • Nonsmooth Vector Functions and Continuous Optimization, Texte imprimé, 9780387520278 • Nonsmooth Vector Functions and Continuous Optimization, Texte imprimé, 9780387737164 • Nonsmooth Vector Functions and Continuous Optimization, Texte imprimé, 9781441944726 • Nonsmooth Vector Functions and Continuous Optimization, Texte imprimé, 9780387520278 • Nonsmooth Vector Functions and Continuous Optimization, Texte imprimé, 9780387737164 |
| Summary: | A recent significant innovation in mathematical sciences has been the progressive use of nonsmooth calculus, an extension of the differential calculus, as a key tool of modern analysis in many areas of mathematics, operations research, and engineering. Focusing on the study of nonsmooth vector functions, this book presents a comprehensive account of the calculus of generalized Jacobian matrices and their applications to continuous nonsmooth optimization problems and variational inequalities in finite dimensions. The treatment is motivated by a desire to expose an elementary approach to nonsmooth calculus by using a set of matrices to replace the nonexistent Jacobian matrix of a continuous vector function. Such a set of matrices forms a new generalized Jacobian, called pseudo-Jacobian. A direct extension of the classical derivative that follows simple rules of calculus, the pseudo-Jacobian provides an axiomatic approach to nonsmooth calculus, a flexible tool for handling nonsmooth continuous optimization problems. Illustrated by numerous examples of known generalized derivatives, the work may serve as a valuable reference for graduate students, researchers, and applied mathematicians who wish to use nonsmooth techniques and continuous optimization to model and solve problems in mathematical programming, operations research, and engineering. Readers require only a modest background in undergraduate mathematical analysis to follow the material with minimal effort |
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| Item Description: | L'impression du document génère 276 p. Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Bibliography: | Bibliogr. Index |
| ISBN: | 9780387737171 |
| ISSN: | 1931-6836 |
| Access: | Accès en ligne pour les établissements français bénéficiaires des licences nationales Accès soumis à abonnement pour tout autre établissement Conditions particulières de réutilisation pour les bénéficiaires des licences nationales. https://www.licencesnationales.fr/springer-nature-ebooks-contrat-licence-ln-2017 |