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Englisch
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Beschreibung
This book provides a thorough introduction to the challenge of applying mathematics in real-world scenarios. Modelling tasks rarely involve well-defined categories, and they often require multidisciplinary input from mathematics, physics, computer sciences, or engineering. In keeping with this spirit of modelling, the book includes a wealth of cross-references between the chapters and frequently points to the real-world context.
The book combines classical approaches to modelling with novel areas such as soft computing methods, inverse problems, and model uncertainty. Attention is also paid to the interaction between models, data and the use of mathematical software. The reader will find a broad selection of theoretical tools for practicing industrial mathematics, including the analysis of continuum models, probabilistic and discrete phenomena, and asymptotic and sensitivity analysis.
The book combines classical approaches to modelling with novel areas such as soft computing methods, inverse problems, and model uncertainty. Attention is also paid to the interaction between models, data and the use of mathematical software. The reader will find a broad selection of theoretical tools for practicing industrial mathematics, including the analysis of continuum models, probabilistic and discrete phenomena, and asymptotic and sensitivity analysis.
This book provides a thorough introduction to the challenge of applying mathematics in real-world scenarios. Modelling tasks rarely involve well-defined categories, and they often require multidisciplinary input from mathematics, physics, computer sciences, or engineering. In keeping with this spirit of modelling, the book includes a wealth of cross-references between the chapters and frequently points to the real-world context.
The book combines classical approaches to modelling with novel areas such as soft computing methods, inverse problems, and model uncertainty. Attention is also paid to the interaction between models, data and the use of mathematical software. The reader will find a broad selection of theoretical tools for practicing industrial mathematics, including the analysis of continuum models, probabilistic and discrete phenomena, and asymptotic and sensitivity analysis.
The book combines classical approaches to modelling with novel areas such as soft computing methods, inverse problems, and model uncertainty. Attention is also paid to the interaction between models, data and the use of mathematical software. The reader will find a broad selection of theoretical tools for practicing industrial mathematics, including the analysis of continuum models, probabilistic and discrete phenomena, and asymptotic and sensitivity analysis.
Details
Erscheinungsjahr: | 2018 |
---|---|
Fachbereich: | Wahrscheinlichkeitstheorie |
Genre: | Mathematik |
Rubrik: | Naturwissenschaften & Technik |
Medium: | Taschenbuch |
Inhalt: |
xi
242 S. 43 s/w Illustr. 13 farbige Illustr. 242 p. 56 illus. 13 illus. in color. |
ISBN-13: | 9783319802268 |
ISBN-10: | 3319802267 |
Sprache: | Englisch |
Ausstattung / Beilage: | Paperback |
Einband: | Kartoniert / Broschiert |
Autor: |
Heiliö, Matti
Vauhkonen, Marko Lähivaara, Timo Laitinen, Erkki Mantere, Timo Merikoski, Jorma Pohjolainen, Seppo Raivio, Kimmo Silvennoinen, Risto Suutala, Antti Tarvainen, Tanja Tiihonen, Timo Tuomela, Jukka Turunen, Esko |
Redaktion: | Pohjolainen, Seppo |
Herausgeber: | Seppo Pohjolainen |
Auflage: | Softcover reprint of the original 1st ed. 2016 |
Hersteller: |
Springer International Publishing
Springer International Publishing AG |
Maße: | 235 x 155 x 15 mm |
Von/Mit: | Matti Heiliö (u. a.) |
Erscheinungsdatum: | 31.05.2018 |
Gewicht: | 0,394 kg |
Details
Erscheinungsjahr: | 2018 |
---|---|
Fachbereich: | Wahrscheinlichkeitstheorie |
Genre: | Mathematik |
Rubrik: | Naturwissenschaften & Technik |
Medium: | Taschenbuch |
Inhalt: |
xi
242 S. 43 s/w Illustr. 13 farbige Illustr. 242 p. 56 illus. 13 illus. in color. |
ISBN-13: | 9783319802268 |
ISBN-10: | 3319802267 |
Sprache: | Englisch |
Ausstattung / Beilage: | Paperback |
Einband: | Kartoniert / Broschiert |
Autor: |
Heiliö, Matti
Vauhkonen, Marko Lähivaara, Timo Laitinen, Erkki Mantere, Timo Merikoski, Jorma Pohjolainen, Seppo Raivio, Kimmo Silvennoinen, Risto Suutala, Antti Tarvainen, Tanja Tiihonen, Timo Tuomela, Jukka Turunen, Esko |
Redaktion: | Pohjolainen, Seppo |
Herausgeber: | Seppo Pohjolainen |
Auflage: | Softcover reprint of the original 1st ed. 2016 |
Hersteller: |
Springer International Publishing
Springer International Publishing AG |
Maße: | 235 x 155 x 15 mm |
Von/Mit: | Matti Heiliö (u. a.) |
Erscheinungsdatum: | 31.05.2018 |
Gewicht: | 0,394 kg |
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