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As an everyday reference, Approximation Techniques for Engineers presents a collection of methods that provide an approximate result for engineering computations. Divided into two parts, this book begins with the classical iteration methods, followed by spline interpolations and least-square approximations. It also discusses various approximations of functions as well as their numerical differentiation and integration. The second part covers topics ranging from the solutions of algebraic equations and linear and nonlinear systems to eigenvalue problems and initial- and boundary-value problems. Both parts emphasize the logical thread and common principles of the approximation techniques.
Approximation theory. --- Engineering --- Approximation methods.
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The goal of learning theory is to approximate a function from sample values. To attain this goal learning theory draws on a variety of diverse subjects, specifically statistics, approximation theory, and algorithmics. Ideas from all these areas blended to form a subject whose many successful applications have triggered a rapid growth during the last two decades. This is the first book to give a general overview of the theoretical foundations of the subject emphasizing the approximation theory, while still giving a balanced overview. It is based on courses taught by the authors, and is reasonably self-contained so will appeal to a broad spectrum of researchers in learning theory and adjacent fields. It will also serve as an introduction for graduate students and others entering the field, who wish to see how the problems raised in learning theory relate to other disciplines.
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In der Arbeit werden Verfahren und Methoden kombiniert, um eine Analyse der dreidimensionalen Plattenkinematik Rumäniens auf Basis der geschätzten Geschwindigkeiten der Stationen eines GPS-Überwachungsnetzes durchzuführen.Aus den Daten der GPS-Stationen wird mit der Multilevel B-Spline Approximation eine analytische Beschreibung der Bewegung des Untersuchungsgebietes erhalten und anschließend daraus dessen Verformungen, wie Dehnungen und Scherungen, abgeleitet.
Multivariate Approximation --- B-Spline --- Kontinuumsmechanik --- Vrancea --- Plattentektonik
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This classic work continues to offer a comprehensive treatment of the theory of univariate and tensor-product splines. It will be of interest to researchers and students working in applied analysis, numerical analysis, computer science, and engineering. The material covered provides the reader with the necessary tools for understanding the many applications of splines in such diverse areas as approximation theory, computer-aided geometric design, curve and surface design and fitting, image processing, numerical solution of differential equations, and increasingly in business and the biosciences. This new edition includes a supplement outlining some of the major advances in the theory since 1981, and some 250 new references. It can be used as the main or supplementary text for courses in splines, approximation theory or numerical analysis.
Numerical approximation theory --- Spline theory. --- Mathematics. --- Math --- Science --- Spline functions --- Approximation theory --- Interpolation
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Spline functions are universally recognized as highly effective tools in approximation theory, computer-aided geometric design, image analysis, and numerical analysis. The theory of univariate splines is well known but this text is the first comprehensive treatment of the analogous bivariate theory. A detailed mathematical treatment of polynomial splines on triangulations is outlined, providing a basis for developing practical methods for using splines in numerous application areas. The detailed treatment of the Bernstein-Bézier representation of polynomials will provide a valuable source for researchers and students in CAGD. Chapters on smooth macro-element spaces will allow engineers and scientists using the FEM method to solve partial differential equations numerically with new tools. Workers in the geosciences will find new tools for approximation and data fitting on the sphere. Ideal as a graduate text in approximation theory, and as a source book for courses in computer-aided geometric design or in finite-element methods.
Spline theory --- Spline theory. --- Spline functions --- Approximation theory --- Interpolation
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Functions, Special --- Numerical analysis --- Asymptotic expansions --- Approximation theory
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Fluid dynamics --- Numerical analysis --- Spectral theory (Mathematics) --- Approximation methods
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Analytical spaces --- 51 <082.1> --- Mathematics--Series --- Function spaces. --- Spectral synthesis (Mathematics) --- Approximation theory. --- Espaces fonctionnels. --- Synthèse spectrale (mathématiques) --- Approximation, Théorie de l'. --- Approximation theory --- Function spaces --- Synthesis, Spectral (Mathematics) --- Group theory --- Harmonic analysis --- Spectral theory (Mathematics) --- Spaces, Function --- Functional analysis --- Theory of approximation --- Functions --- Polynomials --- Chebyshev systems
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"This proceedings volume is devoted to the interplay of symmetry and perturbation theory, as well as to cognate fields such as integrable systems, normal forms, n-body dynamics and choreographies, geometry and symmetry of differential equations, and finite and infinite dimensional dynamical systems. The papers collected here provide an up-to-date overview of the research in the field, and have many leading scientists in the field among their authors, including: D Alekseevsky, S Benenti, H Broer, A Degasperis, M E Fels, T Gramchev, H Hanssmann, J Krashil'shchik, B Kruglikov, D Krupka, O Krupkova, S Lombardo, P Morando, O Morozov, N N Nekhoroshev, F Oliveri, P J Olver, J A Sanders, M A Teixeira, S Terracini, F Verhulst, P Winternitz, B Zhilinskii."
Symmetry (Physics) --- Perturbation (Mathematics) --- Perturbation equations --- Perturbation theory --- Approximation theory --- Dynamics --- Functional analysis --- Mathematical physics
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Transport theory --- Chemical reactions --- Scaling laws (Statistical physics) --- Approximation theory. --- Measurement. --- Mathematics. --- Mathematical models. --- Scaling laws (Statistical physics).
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