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Numerical Data Fitting in Dynamical Systems: A Practical Introduction with Applications and Software (Applied Optimization) - Klaus Schittkowski
Vergriffenes Buch, derzeit bei uns nicht verfügbar.
(*)
Klaus Schittkowski:

Numerical Data Fitting in Dynamical Systems: A Practical Introduction with Applications and Software (Applied Optimization) - gebunden oder broschiert

ISBN: 1402010796

[SR: 4909791], Hardcover, [EAN: 9781402010798], Springer, Springer, Book, [PU: Springer], Springer, 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 mathematical models are their cheap availability, the possibility of studying extreme situations that cannot be handled by experiments, or of simulating real systems during the design phase before constructing a first prototype. Moreover, they serve to verify decisions, to avoid expensive and time consuming experimental tests, to analyze, understand, and explain the behaviour of systems, or to optimize design and production. As soon as a mathematical model contains differential dependencies from an additional parameter, typically the time, we call it a dynamical model. There are two key questions always arising in a practical environment: 1 Is the mathematical model correct? 2 How can I quantify model parameters that cannot be measured directly? In principle, both questions are easily answered as soon as some experimental data are available. The idea is to compare measured data with predicted model function values and to minimize the differences over the whole parameter space. We have to reject a model if we are unable to find a reasonably accurate fit. To summarize, parameter estimation or data fitting, respectively, is extremely important in all practical situations, where a mathematical model and corresponding experimental data are available to describe the behaviour of a dynamical system., 602672, Systems Analysis & Design, 3508, Computer Science, 5, Computers & Technology, 1000, Subjects, 283155, Books, 3870, Algorithms, 132570011, Data Structures, 3880, Genetic, 3882, Memory Management, 3839, Programming, 5, Computers & Technology, 1000, Subjects, 283155, Books, 21, Reference & Test Preparation, 11444, Almanacs & Yearbooks, 11448, Atlases & Maps, 2572, Careers, 11626, Catalogs & Directories, 11472, Consumer Guides, 11475, Dictionaries & Thesauruses, 11713, Encyclopedias & Subject Guides, 11823, English as a Second Language, 11761, Etiquette, 11773, Foreign Language Study & Reference, 11880, Genealogy, 11902, Quotations, 8975382011, Survival & Emergency Preparedness, 5267710011, Test Preparation, 11970, Words, Language & Grammar, 5267707011, Writing, Research & Publishing Guides, 1000, Subjects, 283155, Books, 227277, Biostatistics, 226688, Biology, 13469, Biological Sciences, 75, Science & Math, 1000, Subjects, 283155, Books, 13946, Linear Programming, 226699, Applied, 13884, Mathematics, 75, Science & Math, 1000, Subjects, 283155, Books, 13913, Discrete Mathematics, 226698, Pure Mathematics, 13884, Mathematics, 75, Science & Math, 1000, Subjects, 283155, Books, 491298, Algorithms, 468204, Computer Science, 465600, New, Used & Rental Textbooks, 2349030011, Specialty Boutique, 283155, Books, 491532, Reference, 689815011, Atlases, 689816011, Dictionaries & Terminology, 689817011, Drug Guides, 689818011, Instruments & Supplies, 468228, Medicine & Health Sciences, 465600, New, Used & Rental Textbooks, 2349030011, Specialty Boutique, 283155, Books, 689820011, Biostatistics, 689819011, Research, 468228, Medicine & Health Sciences, 465600, New, Used & Rental Textbooks, 2349030011, Specialty Boutique, 283155, Books, 468218, Mathematics, 491542, Algebra & Trigonometry, 491544, Calculus, 491546, Geometry, 491548, Statistics, 468216, Science & Mathematics, 465600, New, Used & Rental Textbooks, 2349030011, Specialty Boutique, 283155, Books

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Numerical Data Fitting in Dynamical Systems: A Practical Introduction with Applications and Software (Applied Optimization) - Klaus Schittkowski
Vergriffenes Buch, derzeit bei uns nicht verfügbar.
(*)

Klaus Schittkowski:

Numerical Data Fitting in Dynamical Systems: A Practical Introduction with Applications and Software (Applied Optimization) - gebunden oder broschiert

ISBN: 1402010796

[SR: 4909791], Hardcover, [EAN: 9781402010798], Springer, Springer, Book, [PU: Springer], Springer, 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 mathematical models are their cheap availability, the possibility of studying extreme situations that cannot be handled by experiments, or of simulating real systems during the design phase before constructing a first prototype. Moreover, they serve to verify decisions, to avoid expensive and time consuming experimental tests, to analyze, understand, and explain the behaviour of systems, or to optimize design and production. As soon as a mathematical model contains differential dependencies from an additional parameter, typically the time, we call it a dynamical model. There are two key questions always arising in a practical environment: 1 Is the mathematical model correct? 2 How can I quantify model parameters that cannot be measured directly? In principle, both questions are easily answered as soon as some experimental data are available. The idea is to compare measured data with predicted model function values and to minimize the differences over the whole parameter space. We have to reject a model if we are unable to find a reasonably accurate fit. To summarize, parameter estimation or data fitting, respectively, is extremely important in all practical situations, where a mathematical model and corresponding experimental data are available to describe the behaviour of a dynamical system., 602672, Systems Analysis & Design, 3508, Computer Science, 5, Computers & Technology, 1000, Subjects, 283155, Books, 3870, Algorithms, 132570011, Data Structures, 3880, Genetic, 3882, Memory Management, 3839, Programming, 5, Computers & Technology, 1000, Subjects, 283155, Books, 21, Reference & Test Preparation, 11444, Almanacs & Yearbooks, 11448, Atlases & Maps, 2572, Careers, 11626, Catalogs & Directories, 11472, Consumer Guides, 11475, Dictionaries & Thesauruses, 11713, Encyclopedias & Subject Guides, 11823, English as a Second Language, 11761, Etiquette, 11773, Foreign Language Study & Reference, 11880, Genealogy, 11902, Quotations, 8975382011, Survival & Emergency Preparedness, 5267710011, Test Preparation, 11970, Words, Language & Grammar, 5267707011, Writing, Research & Publishing Guides, 1000, Subjects, 283155, Books, 227277, Biostatistics, 226688, Biology, 13469, Biological Sciences, 75, Science & Math, 1000, Subjects, 283155, Books, 13946, Linear Programming, 226699, Applied, 13884, Mathematics, 75, Science & Math, 1000, Subjects, 283155, Books, 13913, Discrete Mathematics, 226698, Pure Mathematics, 13884, Mathematics, 75, Science & Math, 1000, Subjects, 283155, Books, 491298, Algorithms, 468204, Computer Science, 465600, New, Used & Rental Textbooks, 2349030011, Specialty Boutique, 283155, Books, 491532, Reference, 689815011, Atlases, 689816011, Dictionaries & Terminology, 689817011, Drug Guides, 689818011, Instruments & Supplies, 468228, Medicine & Health Sciences, 465600, New, Used & Rental Textbooks, 2349030011, Specialty Boutique, 283155, Books, 689820011, Biostatistics, 689819011, Research, 468228, Medicine & Health Sciences, 465600, New, Used & Rental Textbooks, 2349030011, Specialty Boutique, 283155, Books, 468218, Mathematics, 491542, Algebra & Trigonometry, 491544, Calculus, 491546, Geometry, 491548, Statistics, 468216, Science & Mathematics, 465600, New, Used & Rental Textbooks, 2349030011, Specialty Boutique, 283155, Books

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Numerical Data Fitting in Dynamical Systems: A Practical Introduction with Applications and Software (Applied Optimization) - Klaus Schittkowski
Vergriffenes Buch, derzeit bei uns nicht verfügbar.
(*)
Klaus Schittkowski:
Numerical Data Fitting in Dynamical Systems: A Practical Introduction with Applications and Software (Applied Optimization) - gebunden oder broschiert

ISBN: 1402010796

[SR: 5424539], Hardcover, [EAN: 9781402010798], Springer, Springer, Book, [PU: Springer], Springer, 602672, Systems Analysis & Design, 3508, Computer Science, 5, Computers & Technology, 1000, Subjects, 283155, Books, 3870, Algorithms, 132570011, Data Structures, 3880, Genetic, 3882, Memory Management, 3839, Programming, 5, Computers & Technology, 1000, Subjects, 283155, Books, 227277, Biostatistics, 226688, Biology, 13469, Biological Sciences, 75, Science & Math, 1000, Subjects, 283155, Books, 13946, Linear Programming, 226699, Applied, 13884, Mathematics, 75, Science & Math, 1000, Subjects, 283155, Books, 13913, Discrete Mathematics, 226698, Pure Mathematics, 13884, Mathematics, 75, Science & Math, 1000, Subjects, 283155, Books, 491298, Algorithms, 468204, Computer Science, 465600, New, Used & Rental Textbooks, 2349030011, Specialty Boutique, 283155, Books, 491532, Reference, 689815011, Atlases, 689816011, Dictionaries & Terminology, 689817011, Drug Guides, 689818011, Instruments & Supplies, 468228, Medicine & Health Sciences, 465600, New, Used & Rental Textbooks, 2349030011, Specialty Boutique, 283155, Books, 689820011, Biostatistics, 689819011, Research, 468228, Medicine & Health Sciences, 465600, New, Used & Rental Textbooks, 2349030011, Specialty Boutique, 283155, Books, 468218, Mathematics, 491542, Algebra & Trigonometry, 491544, Calculus, 491546, Geometry, 491548, Statistics, 468216, Science & Mathematics, 465600, New, Used & Rental Textbooks, 2349030011, Specialty Boutique, 283155, Books

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Numerical Data Fitting in Dynamical Systems: A Practical Introduction with Applications and Software (Applied Optimization) - Klaus Schittkowski
Vergriffenes Buch, derzeit bei uns nicht verfügbar.
(*)
Klaus Schittkowski:
Numerical Data Fitting in Dynamical Systems: A Practical Introduction with Applications and Software (Applied Optimization) - gebunden oder broschiert

ISBN: 1402010796

[SR: 5424539], Hardcover, [EAN: 9781402010798], Springer, Springer, Book, [PU: Springer], Springer, 602672, Systems Analysis & Design, 3508, Computer Science, 5, Computers & Technology, 1000, Subjects, 283155, Books, 3870, Algorithms, 132570011, Data Structures, 3880, Genetic, 3882, Memory Management, 3839, Programming, 5, Computers & Technology, 1000, Subjects, 283155, Books, 227277, Biostatistics, 226688, Biology, 13469, Biological Sciences, 75, Science & Math, 1000, Subjects, 283155, Books, 13946, Linear Programming, 226699, Applied, 13884, Mathematics, 75, Science & Math, 1000, Subjects, 283155, Books, 13913, Discrete Mathematics, 226698, Pure Mathematics, 13884, Mathematics, 75, Science & Math, 1000, Subjects, 283155, Books, 491298, Algorithms, 468204, Computer Science, 465600, New, Used & Rental Textbooks, 2349030011, Specialty Boutique, 283155, Books, 491532, Reference, 689815011, Atlases, 689816011, Dictionaries & Terminology, 689817011, Drug Guides, 689818011, Instruments & Supplies, 468228, Medicine & Health Sciences, 465600, New, Used & Rental Textbooks, 2349030011, Specialty Boutique, 283155, Books, 689820011, Biostatistics, 689819011, Research, 468228, Medicine & Health Sciences, 465600, New, Used & Rental Textbooks, 2349030011, Specialty Boutique, 283155, Books, 468218, Mathematics, 491542, Algebra & Trigonometry, 491544, Calculus, 491546, Geometry, 491548, Statistics, 468216, Science & Mathematics, 465600, New, Used & Rental Textbooks, 2349030011, Specialty Boutique, 283155, Books

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Details zum Buch
Numerical Data Fitting in Dynamical Systems: A Practical Introduction with Applications and Software
Autor:

Schittkowski, Klaus

Titel:

Numerical Data Fitting in Dynamical Systems: A Practical Introduction with Applications and Software

ISBN-Nummer:

9781402010798

The main objective of the book is to give an overview of numerical methods to compute parameters of a dynamical model by a least squares fit of experimental data. The mathematical equations under consideration are explicit model functions or steady state systems in the simplest case, or responses of dynamical systems defined by ordinary differential equations, differential algebraic equations, partial differential equations, and partial differential algebraic equations (1D). Many different mathematical disciplines must be combined to find a solution, for example nonlinear programming, least squares optimization, systems of nonlinear equations, ordinary differential equations, discretization of partial differential equations, sensitivity analysis, automatic differentiation, and statistics.

Detailangaben zum Buch - Numerical Data Fitting in Dynamical Systems: A Practical Introduction with Applications and Software


EAN (ISBN-13): 9781402010798
ISBN (ISBN-10): 1402010796
Gebundene Ausgabe
Erscheinungsjahr: 2002
Herausgeber: Springer-Verlag GmbH
412 Seiten
Gewicht: 0,777 kg
Sprache: eng/Englisch

Buch in der Datenbank seit 25.03.2007 19:19:29
Buch zuletzt gefunden am 13.10.2016 21:22:28
ISBN/EAN: 9781402010798

ISBN - alternative Schreibweisen:
1-4020-1079-6, 978-1-4020-1079-8

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