國立高雄大學圖資館 |

Language: English

Back

Mathematical modelling

Heilio, Matti.

Mathematical modelling

Record Type:	Electronic resources : Monograph/item
Title/Author:	Mathematical modellingby Matti Heilio ... [et al.]. ; edited by Seppo Pohjolainen.
other author:	Heilio, Matti.
Published:	Cham :Springer International Publishing :2016.
Description:	xi, 242 p. :ill., digital ;24 cm.
Contained By:	Springer eBooks
Subject:	Mathematical models.
Online resource:	http://dx.doi.org/10.1007/978-3-319-27836-0
ISBN:	9783319278360$q(electronic bk.)

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$q(electronic bk.)

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

182479
Mathematical models.

LC Class. No.: QA401

Dewey Class. No.: 511.8

Mathematical modelling
LDR:02509nmm a2200337 a 4500 001 493077
003 DE-He213
005 20160714142820.0
006 m d
007 cr nn 008maaau
008 170220s2016 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 : $b Springer International Publishing : $b Imprint: Springer, $c 2016.
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 182479
650 1 4 $a Mathematics. $3 184409
650 2 4 $a Mathematical Modeling and Industrial Mathematics. $3 274070
650 2 4 $a Appl.Mathematics/Computational Methods of Engineering. $3 273758
650 2 4 $a Computational Science and Engineering. $3 274685
650 2 4 $a Simulation and Modeling. $3 273719
700 1 $a Heilio, Matti. $3 753634
700 1 $a Pohjolainen, Seppo. $3 753635
710 2 $a SpringerLink (Online service) $3 273601
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)