Mathematical modeling a dynamical systems approach to analyze practical problems in STEM disciplines / [electronic resource] :

• 作者： Palacios, Antonio.
• 其他作者：
  • SpringerLink (Online service)
• 其他題名：
  • Mathematical engineering.
• 出版： Cham : Springer International Publishing :Imprint: Springer
• 叢書名： Mathematical engineering,
• 主題： Mathematical models. , Engineering--Mathematical models. , Engineering mathematics. , Engineering Mathematics.
• ISBN： 9783031047299 (electronic bk.) 、 9783031047282 (paper)
• FIND@SFXID: CGU
• 資料類型: 電子書
• 內容註: Introduction- Algebraic Models -- Discrete Models -- Continuous Models -- Bifurcation Theory -- Network-Based Modeling -- Delay Models -- Spatial-Temporal Models -- Stochastic Models -- Model Reduction and Simplification.
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• 摘要註: 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.
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