Mathematical Modelling, Softcover reprint of the original 1st ed. 2016
Auteurs : Heiliö Matti, Lähivaara Timo, Laitinen Erkki, Mantere Timo, Merikoski Jorma, Pohjolainen Seppo, Raivio Kimmo, Silvennoinen Risto, Suutala Antti, Tarvainen Tanja, Tiihonen Timo, Tuomela Jukka, Turunen Esko, Vauhkonen Marko
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.
Seppo Pohjolainen received his PhD degree in applied mathematics in 1980 from Tampere University of Technology (TUT). In 1998 he was appointed as a professor in mathematics at TUT.
His research interests include mathematical control theory, distributed parameter systems, mathematical modelling and simulation, development and use of information technology to support learning. Currently he is leading a nationwide network in Finland on teaching mathematical modelling on the Internet. He has led several national and international research projects and written a number of journal articles and conference papers on all these fields.
Covers the most important classical and modern methods of mathematical modelling
Can be used as textbook or as complimentary material in mathematical modelling courses
Contains 31 project titles as well as 124 problems sets
Date de parution : 05-2018
Ouvrage de 242 p.
15.5x23.5 cm
Disponible chez l'éditeur (délai d'approvisionnement : 15 jours).
Prix indicatif 63,29 €
Ajouter au panierDate de parution : 07-2016
Ouvrage de 242 p.
15.5x23.5 cm
Disponible chez l'éditeur (délai d'approvisionnement : 15 jours).
Prix indicatif 63,29 €
Ajouter au panierThème de Mathematical Modelling :
Mots-clés :
acoustical modeling; data based models; differential equations; dimensional analysis; dontinuum models; fuzzy logic; genetic algorithms; integer models; inverse problems; mathematical modelling; network models; neural computation; perturbation methods; soft computing; teaching of modelling