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portada Mathematical Modelling
Type
Physical Book
Publisher
Author
Language
English
Pages
242
Format
Paperback
ISBN13
9783319802268
Edition No.
1

Mathematical Modelling

Matti Heiliö; Timo Lähivaara; Erkki Laitinen; Timo Mantere; Jorma Merikoski; Seppo Pohjolainen; Kimmo Raivio; Risto Silvennoinen; Antti Suutala; Tanja Tarvainen; Timo Tiihonen; Jukka Tuomela; Esko Turunen; Marko Vauhkonen (Author) · Springer · Paperback

Mathematical Modelling - Matti Heiliö; Timo Lähivaara; Erkki Laitinen; Timo Mantere; Jorma Merikoski; Seppo Pohjolainen; Kimmo Raivio; Risto Silvennoinen; Antti Suutala; Tanja Tarvainen; Timo Tiihonen; Jukka Tuomela; Esko Turunen; Marko Vauhkonen

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Synopsis "Mathematical Modelling"

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.

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