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Numerical Data Fitting in Dynamical Systems : A Practical Introduction with Applications and Software - Franz-Theo Gottwald
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Numerical Data Fitting in Dynamical Systems : A Practical Introduction with Applications and Software - new book

ISBN: 9781441957627

Real life phenomena in engineering, natural, or medical sciences are often described by a mathematical model with the goal to analyze numerically the behaviour of the system.Advantages of… More...

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Numerical Data Fitting in Dynamical Systems - Klaus Schittkowski
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Klaus Schittkowski:

Numerical Data Fitting in Dynamical Systems - new book

2013, ISBN: 9781441957627

A Practical Introduction with Applications and Software, eBooks, eBook Download (PDF), Real life phenomena in engineering, natural, or medical sciences are often described by a mathematic… More...

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Numerical Data Fitting in Dynamical Systems - Klaus Schittkowski
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Klaus Schittkowski:
Numerical Data Fitting in Dynamical Systems - new book

ISBN: 9781441957627

*Numerical Data Fitting in Dynamical Systems* - A Practical Introduction with Applications and Software / pdf eBook für 308.99 € / Aus dem Bereich: eBooks, Fachthemen & Wissenschaft, Medi… More...

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Numerical Data Fitting in Dynamical Systems - Klaus Schittkowski
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Klaus Schittkowski:
Numerical Data Fitting in Dynamical Systems - new book

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Numerical Data Fitting in Dynamical Systems - Klaus Schittkowski
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Klaus Schittkowski:
Numerical Data Fitting in Dynamical Systems - new book

2013, ISBN: 9781441957627

A Practical Introduction with Applications and Software, eBooks, eBook Download (PDF), [PU: Springer US], Springer US, 2013

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Details of the book - Numerical Data Fitting in Dynamical Systems


EAN (ISBN-13): 9781441957627
Publishing year: 2013
Publisher: Springer US

Book in our database since 2016-02-02T12:15:16-05:00 (New York)
Detail page last modified on 2023-10-03T10:13:13-04:00 (New York)
ISBN/EAN: 9781441957627

ISBN - alternate spelling:
978-1-4419-5762-7
Alternate spelling and related search-keywords:
Book author: schittko klaus, schittkowski, gottwald
Book title: introduction dynamical systems


Information from Publisher

Author: Klaus Schittkowski
Title: Applied Optimization; Numerical Data Fitting in Dynamical Systems - A Practical Introduction with Applications and Software
Publisher: Springer; Springer US
396 Pages
Publishing year: 2013-06-05
New York; NY; US
Language: English
309,23 € (DE)
317,90 € (AT)
354,00 CHF (CH)
Available
XII, 396 p. 42 illus.

EA; E107; eBook; Nonbooks, PBS / Informatik, EDV/Informatik; Numerische Mathematik; Verstehen; Algebra; Fitting; Hardware; Mathematica; dynamical systems; dynamische Systeme; linear optimization; model; nonlinear optimization; numerical methods; optimization; ordinary differential equation; partial differential equation; programming; statistics; C; Numeric Computing; Optimization; Mathematical Modeling and Industrial Mathematics; Applications of Mathematics; Statistics for Life Sciences, Medicine, Health Sciences; Numerical Analysis; Optimization; Mathematical Modeling and Industrial Mathematics; Applications of Mathematics; Biostatistics; Mathematics and Statistics; Optimierung; Mathematische Modellierung; Mathematik für Ingenieure; Angewandte Mathematik; Wahrscheinlichkeitsrechnung und Statistik; BB

Preface. 1: Introduction. 2. Mathematical Foundations. 1. Optimality Criteria. 2. Sequential Quadratic Programming Methods. 3. Least Squares Methods. 4. Numerical Solution of Ordinary Differential Equations. 5. Numerical Solution of Differential Algebraic Equations. 6. Numerical Solution of One-Dimensional Partial Differential Equations. 7. Laplace Transforms. 8. Automatic Differentiation. 9. Statistical Interpretation of Results. 3: Data Fitting Models. 1. Explicit Model Functions. 2. Laplace Transforms. 3. Steady State Equations. 4.Ordinary Differential Equations. 5. Partial Differential Equations. 6. Optimal Control Problems. 4: Numerical Experiments. 1. Test Environment. 2. Numerical Pitfalls. 3. Testing the Validity of Models. 4. Performance Evaluation. 5: Case Studies. 1. Linear Pharmacokinetics. 2. Receptor-Ligand Binder Study. 3. Robot Design. 4. Multibody System of a Truck. 5. Binary Distillation Column. 6. Acetylene Reactor. 7. Transdermal Application of Drugs. 8. Groundwater Flow. 9. Cooling a Hot Strip Mill. 10. Drying Maltodextrin in a Convection Oven. 11. Fluid Dynamics of Hydro Systems. Appendix A: Software Installation. 1. Hardware and Software Requirements. 2. System Setup. 3. Packing List. Appendix B: Test Examples. 1. Explicit Model Functions. 2. Laplace Transforms. 3. Steady State Equations. 4. Ordinary Differential Equations. 5. Differential Algebraic Equations. 6. Partial Differential Equations. 7. Partial Differential Algebraic Equations. Appendix C: The PCOMP Language. Appendix D: Generation of Fortran Code. 1. Model Equations. 2. Execution of Generated Code. References. Index.

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