國立虎尾科技大學 |

Mathematical modelling

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Mathematical modelling/ by Matti Heilio ... [et al.]. ; edited by Seppo Pohjolainen.
其他作者:	Heilio, Matti.
出版者:	Cham :Springer International Publishing : : 2016.,
面頁冊數:	xi, 242 p. :ill., digital ; : 24 cm.;
Contained By:	Springer eBooks
標題:	Mathematical models. -
電子資源:	http://dx.doi.org/10.1007/978-3-319-27836-0
ISBN:	9783319278360

Mathematical modelling
Mathematical modelling[electronic resource] /by Matti Heilio ... [et al.]. ; edited by Seppo Pohjolainen. - Cham :Springer International Publishing :2016. - xi, 242 p. :ill., digital ;24 cm.

1 Introduction by S. Pohjolainen and M. Heilio -- 2 Models and Applications by M. Heilio -- 3 Viewpoints on Systems and Models by E. Laitinen -- 4 Integer Models by R. Silvennoinen and J. Merikoski -- 5 Data Based Models by J. Merikoski et al -- 6 Soft Computing Methods by E. Turunen et al -- 7 Dimensional Analysis by T. Tiihonen -- 8 Modelling With Differential Equations by J. Tuomela -- 9 Continuum Models by T. Tiihonen -- 10 Simplification of Models by T. Tiihonen -- 11 Acoustic Modelling by S. Pohjolainen and A. Suutala -- 12 Inverse Problems by M. Vauhkonen et al -- 13 Project Titles by M. Heilio.

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.

ISBN: 9783319278360

Standard No.: 10.1007/978-3-319-27836-0doiSubjects--Topical Terms:

527886
Mathematical models.

LC Class. No.: QA401

Dewey Class. No.: 511.8

Mathematical modelling
LDR:02509nam a2200337 a 4500 001 865898
003 DE-He213
005 20160714142820.0
006 m d
007 cr nn 008maaau
008 170720s2016 gw s 0 eng d
020 $a 9783319278360 $q (electronic bk.)
020 $a 9783319278346 $q (paper)
024 7 $a 10.1007/978-3-319-27836-0 $2 doi
035 $a 978-3-319-27836-0
040 $a GP $c GP
041 0 $a eng
050 4 $a QA401
072 7 $a PBWH $2 bicssc
072 7 $a TBJ $2 bicssc
072 7 $a MAT003000 $2 bisacsh
072 7 $a TEC009060 $2 bisacsh
082 0 4 $a 511.8 $2 23
090 $a QA401 $b .M426 2016
245 0 0 $a Mathematical modelling $h [electronic resource] / $c by Matti Heilio ... [et al.]. ; edited by Seppo Pohjolainen.
260 $a Cham : $c 2016. $b Springer International Publishing : $b Imprint: Springer,
300 $a xi, 242 p. : $b ill., digital ; $c 24 cm.
505 0 $a 1 Introduction by S. Pohjolainen and M. Heilio -- 2 Models and Applications by M. Heilio -- 3 Viewpoints on Systems and Models by E. Laitinen -- 4 Integer Models by R. Silvennoinen and J. Merikoski -- 5 Data Based Models by J. Merikoski et al -- 6 Soft Computing Methods by E. Turunen et al -- 7 Dimensional Analysis by T. Tiihonen -- 8 Modelling With Differential Equations by J. Tuomela -- 9 Continuum Models by T. Tiihonen -- 10 Simplification of Models by T. Tiihonen -- 11 Acoustic Modelling by S. Pohjolainen and A. Suutala -- 12 Inverse Problems by M. Vauhkonen et al -- 13 Project Titles by M. Heilio.
520 $a 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.
650 0 $a Mathematical models. $3 527886
650 1 4 $a Mathematics. $3 527692
650 2 4 $a Mathematical Modeling and Industrial Mathematics. $3 669172
650 2 4 $a Appl.Mathematics/Computational Methods of Engineering. $3 669335
650 2 4 $a Computational Science and Engineering. $3 670319
650 2 4 $a Simulation and Modeling. $3 669249
700 1 $a Heilio, Matti. $3 1111734
700 1 $a Pohjolainen, Seppo. $3 1111735
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer eBooks
856 4 0 $u http://dx.doi.org/10.1007/978-3-319-27836-0
950 $a Mathematics and Statistics (Springer-11649)