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Mathematical Modeling : A Dynamical Systems Approach to Analyze Practical Problems in STEM Disciplines / by Antonio Palacios
(Mathematical Engineering. ISSN:21924740)
版 | 1st ed. 2022. |
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出版者 | Cham : Springer International Publishing : Imprint: Springer |
出版年 | 2022 |
本文言語 | 英語 |
大きさ | XVII, 564 p. 238 illus., 144 illus. in color : online resource |
著者標目 | *Palacios, Antonio author SpringerLink (Online service) |
件 名 | LCSH:Engineering mathematics FREE:Engineering Mathematics |
一般注記 | Introduction- Algebraic Models -- Discrete Models -- Continuous Models -- Bifurcation Theory -- Network-Based Modeling -- Delay Models -- Spatial-Temporal Models -- Stochastic Models -- Model Reduction and Simplification This book provides qualitative and quantitative methods to analyze and better understand phenomena that change in space and time. An innovative approach is to incorporate ideas and methods from dynamical systems and equivariant bifurcation theory to model, analyze and predict the behavior of mathematical models. In addition, real-life data is incorporated in the derivation of certain models. For instance, the model for a fluxgate magnetometer includes experiments in support of the model. The book is intended for interdisciplinary scientists in STEM fields, who might be interested in learning the skills to derive a mathematical representation for explaining the evolution of a real system. Overall, the book could be adapted in undergraduate- and postgraduate-level courses, with students from various STEM fields, including: mathematics, physics, engineering and biology HTTP:URL=https://doi.org/10.1007/978-3-031-04729-9 |
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電子ブック | オンライン | 電子ブック |
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Springer eBooks | 9783031047299 |
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EB00238460 |