Interpolating Cubic Splines

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Publisher : Springer Science & Business Media
ISBN 13 : 1461213207
Total Pages : 247 pages
Book Rating : 4.4/5 (612 download)

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Book Synopsis Interpolating Cubic Splines by : Gary D. Knott

Download or read book Interpolating Cubic Splines written by Gary D. Knott and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 247 pages. Available in PDF, EPUB and Kindle. Book excerpt: A spline is a thin flexible strip composed of a material such as bamboo or steel that can be bent to pass through or near given points in the plane, or in 3-space in a smooth manner. Mechanical engineers and drafting specialists find such (physical) splines useful in designing and in drawing plans for a wide variety of objects, such as for hulls of boats or for the bodies of automobiles where smooth curves need to be specified. These days, physi cal splines are largely replaced by computer software that can compute the desired curves (with appropriate encouragment). The same mathematical ideas used for computing "spline" curves can be extended to allow us to compute "spline" surfaces. The application ofthese mathematical ideas is rather widespread. Spline functions are central to computer graphics disciplines. Spline curves and surfaces are used in computer graphics renderings for both real and imagi nary objects. Computer-aided-design (CAD) systems depend on algorithms for computing spline functions, and splines are used in numerical analysis and statistics. Thus the construction of movies and computer games trav els side-by-side with the art of automobile design, sail construction, and architecture; and statisticians and applied mathematicians use splines as everyday computational tools, often divorced from graphic images.

Introduction to Cubic Spline Interpolation with Examples in Python

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Author :
Publisher : Createspace Independent Publishing Platform
ISBN 13 : 9781987487374
Total Pages : 90 pages
Book Rating : 4.4/5 (873 download)

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Book Synopsis Introduction to Cubic Spline Interpolation with Examples in Python by : Thomas Maindl

Download or read book Introduction to Cubic Spline Interpolation with Examples in Python written by Thomas Maindl and published by Createspace Independent Publishing Platform. This book was released on 2018-04-09 with total page 90 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook will enable you to - discuss polynomial and spline interpolation - explain why using splines is a good method for interpolating data - construct cubic interpolating splines for your own projects It is a self-contained course for students who wish to learn about interpolating cubic splines and for lecturers who seek inspiration for designing a spline interpolation module. The book's innovative concept combines - a slide-based lecture with textual notes - a thorough introduction to the mathematical formalism - exercises - a "rocket science" project that implements constructing interpolating splines in Python for answering questions about the velocity, g-force, and covered distance after the first launch of SpaceX(R)' Falcon(R) Heavy Target group: STEM (science, technology, engineering, and math) students and lecturers at colleges and universities Contents: Preface 1 Cubic spline interpolation 2 Mini-script for constructing cubic splines 3 Spline exercises 4 The rocket launch project 5 Closing remarks Appendix A notebook for periodic cubic splines Index

Python Programming and Numerical Methods

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Author :
Publisher : Academic Press
ISBN 13 : 0128195509
Total Pages : 482 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Python Programming and Numerical Methods by : Qingkai Kong

Download or read book Python Programming and Numerical Methods written by Qingkai Kong and published by Academic Press. This book was released on 2020-11-27 with total page 482 pages. Available in PDF, EPUB and Kindle. Book excerpt: Python Programming and Numerical Methods: A Guide for Engineers and Scientists introduces programming tools and numerical methods to engineering and science students, with the goal of helping the students to develop good computational problem-solving techniques through the use of numerical methods and the Python programming language. Part One introduces fundamental programming concepts, using simple examples to put new concepts quickly into practice. Part Two covers the fundamentals of algorithms and numerical analysis at a level that allows students to quickly apply results in practical settings. - Includes tips, warnings and "try this" features within each chapter to help the reader develop good programming practice - Summaries at the end of each chapter allow for quick access to important information - Includes code in Jupyter notebook format that can be directly run online

Methods of Shape-preserving Spline Approximation

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Author :
Publisher : World Scientific
ISBN 13 : 9789810240103
Total Pages : 360 pages
Book Rating : 4.2/5 (41 download)

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Book Synopsis Methods of Shape-preserving Spline Approximation by : Boris I. Kvasov

Download or read book Methods of Shape-preserving Spline Approximation written by Boris I. Kvasov and published by World Scientific. This book was released on 2000 with total page 360 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book aims to develop algorithms of shape-preserving spline approximation for curves/surfaces with automatic choice of the tension parameters. The resulting curves/surfaces retain geometric properties of the initial data, such as positivity, monotonicity, convexity, linear and planar sections. The main tools used are generalized tension splines and B-splines. A difference method for constructing tension splines is also developed which permits one to avoid the computation of hyperbolic functions and provides other computational advantages. The algorithms of monotonizing parametrization described improve an adequate representation of the resulting shape-preserving curves/surfaces. Detailed descriptions of algorithms are given, with a strong emphasis on their computer implementation. These algorithms can be applied to solve many problems in computer-aided geometric design.

Interpolating Cubic Splines

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Author :
Publisher : Birkhauser
ISBN 13 : 9783764341008
Total Pages : 244 pages
Book Rating : 4.3/5 (41 download)

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Book Synopsis Interpolating Cubic Splines by : Gary D. Knott

Download or read book Interpolating Cubic Splines written by Gary D. Knott and published by Birkhauser. This book was released on 2000 with total page 244 pages. Available in PDF, EPUB and Kindle. Book excerpt:

The Theory of Splines and Their Applications

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Author :
Publisher : Elsevier
ISBN 13 : 1483222950
Total Pages : 297 pages
Book Rating : 4.4/5 (832 download)

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Book Synopsis The Theory of Splines and Their Applications by : J. H. Ahlberg

Download or read book The Theory of Splines and Their Applications written by J. H. Ahlberg and published by Elsevier. This book was released on 2016-06-03 with total page 297 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Theory of Splines and Their Applications discusses spline theory, the theory of cubic splines, polynomial splines of higher degree, generalized splines, doubly cubic splines, and two-dimensional generalized splines. The book explains the equations of the spline, procedures for applications of the spline, convergence properties, equal-interval splines, and special formulas for numerical differentiation or integration. The text explores the intrinsic properties of cubic splines including the Hilbert space interpretation, transformations defined by a mesh, and some connections with space technology concerning the payload of a rocket. The book also discusses the theory of polynomial splines of odd degree which can be approached through algebraically (which depends primarily on the examination in detail of the linear system of equations defining the spline). The theory can also be approached intrinsically (which exploits the consequences of basic integral relations existing between functions and approximating spline functions). The text also considers the second integral relation, raising the order of convergence, and the limits on the order of convergence. The book will prove useful for mathematicians, physicist, engineers, or academicians in the field of technology and applied mathematics.

Introduction To Numerical Computation, An (Second Edition)

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Publisher : World Scientific
ISBN 13 : 9811204438
Total Pages : 339 pages
Book Rating : 4.8/5 (112 download)

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Book Synopsis Introduction To Numerical Computation, An (Second Edition) by : Wen Shen

Download or read book Introduction To Numerical Computation, An (Second Edition) written by Wen Shen and published by World Scientific. This book was released on 2019-08-28 with total page 339 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book serves as a set of lecture notes for a senior undergraduate level course on the introduction to numerical computation, which was developed through 4 semesters of teaching the course over 10 years. The book requires minimum background knowledge from the students, including only a three-semester of calculus, and a bit on matrices.The book covers many of the introductory topics for a first course in numerical computation, which fits in the short time frame of a semester course. Topics range from polynomial approximations and interpolation, to numerical methods for ODEs and PDEs. Emphasis was made more on algorithm development, basic mathematical ideas behind the algorithms, and the implementation in Matlab.The book is supplemented by two sets of videos, available through the author's YouTube channel. Homework problem sets are provided for each chapter, and complete answer sets are available for instructors upon request.The second edition contains a set of selected advanced topics, written in a self-contained manner, suitable for self-learning or as additional material for an honored version of the course. Videos are also available for these added topics.

Application of Spline Interpolation Methods to Engineering Problems

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Publisher :
ISBN 13 :
Total Pages : 62 pages
Book Rating : 4.:/5 (359 download)

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Book Synopsis Application of Spline Interpolation Methods to Engineering Problems by : James B. Cheek

Download or read book Application of Spline Interpolation Methods to Engineering Problems written by James B. Cheek and published by . This book was released on 1971 with total page 62 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper was prepared to familiarize practicing scientists and engineers with the cubic spline interpolation technique as a possible tool in curve fitting for computer programs for which more commonly used techniques may be unsuitable or of limited value. The spline technique is compared with more common methods, specifically piecewise linear and polynomial, and examples of applications of the technique to engineering problems are presented.

Another Look at Cubic Spline Interpolation of Equidistant Data

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Publisher :
ISBN 13 :
Total Pages : 31 pages
Book Rating : 4.:/5 (227 download)

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Book Synopsis Another Look at Cubic Spline Interpolation of Equidistant Data by : Thomas Nall Eden Greville

Download or read book Another Look at Cubic Spline Interpolation of Equidistant Data written by Thomas Nall Eden Greville and published by . This book was released on 1971 with total page 31 pages. Available in PDF, EPUB and Kindle. Book excerpt: A more compact reformulation (probably not generalizable to higher degrees) is given of Schoenberg's explicit construction of interpolating cubic splines with equidistant nodes. (Author).

Cardinal Spline Interpolation

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Publisher : SIAM
ISBN 13 : 089871009X
Total Pages : 127 pages
Book Rating : 4.8/5 (987 download)

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Book Synopsis Cardinal Spline Interpolation by : I. J. Schoenberg

Download or read book Cardinal Spline Interpolation written by I. J. Schoenberg and published by SIAM. This book was released on 1973-01-01 with total page 127 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this book the author explains cardinal spline functions, the basic properties of B-splines and exponential Euler splines.

An Introduction to Splines for Use in Computer Graphics and Geometric Modeling

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Author :
Publisher : Morgan Kaufmann
ISBN 13 : 9781558604001
Total Pages : 504 pages
Book Rating : 4.6/5 (4 download)

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Book Synopsis An Introduction to Splines for Use in Computer Graphics and Geometric Modeling by : Richard H. Bartels

Download or read book An Introduction to Splines for Use in Computer Graphics and Geometric Modeling written by Richard H. Bartels and published by Morgan Kaufmann. This book was released on 1995-09 with total page 504 pages. Available in PDF, EPUB and Kindle. Book excerpt: As the field of computer graphics develops, techniques for modeling complex curves and surfaces are increasingly important. A major technique is the use of parametric splines in which a curve is defined by piecing together a succession of curve segments, and surfaces are defined by stitching together a mosaic of surface patches. An Introduction to Splines for Use in Computer Graphics and Geometric Modeling discusses the use of splines from the point of view of the computer scientist. Assuming only a background in beginning calculus, the authors present the material using many examples and illustrations with the goal of building the reader's intuition. Based on courses given at the University of California, Berkeley, and the University of Waterloo, as well as numerous ACM Siggraph tutorials, the book includes the most recent advances in computer-aided geometric modeling and design to make spline modeling techniques generally accessible to the computer graphics and geometric modeling communities.

Splines and Compartment Models

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Publisher : World Scientific
ISBN 13 : 9814522236
Total Pages : 349 pages
Book Rating : 4.8/5 (145 download)

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Book Synopsis Splines and Compartment Models by : Karl-Ernst Biebler

Download or read book Splines and Compartment Models written by Karl-Ernst Biebler and published by World Scientific. This book was released on 2013 with total page 349 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents methods of mathematical modeling from two points of view. Splines provide a general approach while compartment models serve as examples for context related to modeling. The preconditions and characteristics of the developed mathematical models as well as the conditions surrounding data collection and model fit are taken into account. The substantial statements of this book are mathematically proven. The results are ready for application with examples and related program codes given. In this book, splines are algebraically developed such that the reader or user can easily understand and vary the numerical construction of the different kinds of spline functions. The classical compartment models of the pharmacokinetics are systematically analyzed and connected with lifetime distributions. As such, parameter estimation and model fit can be treated statistically with a varied minimum chi-square method. This method is applicable for single kinetics and also allows the calculation of average kinetics.

Interpolation of Unevenly Spaced Data Using a Parabolic Leapfrog Correction Method and Cubic Splines

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Publisher :
ISBN 13 :
Total Pages : 6 pages
Book Rating : 4.:/5 (319 download)

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Book Synopsis Interpolation of Unevenly Spaced Data Using a Parabolic Leapfrog Correction Method and Cubic Splines by : Julio L. Guardado

Download or read book Interpolation of Unevenly Spaced Data Using a Parabolic Leapfrog Correction Method and Cubic Splines written by Julio L. Guardado and published by . This book was released on 1977 with total page 6 pages. Available in PDF, EPUB and Kindle. Book excerpt: The technique proposed allows interpolation of data recorded at unevenly spaced sites to a regular grid or to other sites. Known data are interpolated to an initial guess field grid of unevenly spaced rows and columns by a simple distance weighting procedure. The initial guess field is then adjusted by using a parabolic leapfrog correction and the known data. The final output is then generated by use of cubic spline interpolation on the adjusted grid. Application to test and actual data showed acceptably low root-meansquare error.

One Dimensional Spline Interpolation Algorithms

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Publisher : CRC Press
ISBN 13 : 1439864713
Total Pages : 416 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis One Dimensional Spline Interpolation Algorithms by : Helmuth Späth

Download or read book One Dimensional Spline Interpolation Algorithms written by Helmuth Späth and published by CRC Press. This book was released on 1995-05-02 with total page 416 pages. Available in PDF, EPUB and Kindle. Book excerpt: Together with its compagnion volume this book presents a practical introduction to computing spline functions, the fundamental tools for fitting curves and surfaces in computer-aided design (CAD) and computer graphics.

Handbook on Splines for the User

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Publisher : CRC Press
ISBN 13 : 9780849394041
Total Pages : 238 pages
Book Rating : 4.3/5 (94 download)

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Book Synopsis Handbook on Splines for the User by : Eugene V. Shikin

Download or read book Handbook on Splines for the User written by Eugene V. Shikin and published by CRC Press. This book was released on 1995-07-14 with total page 238 pages. Available in PDF, EPUB and Kindle. Book excerpt: Splines find ever increasing application in the numerical methods, computer-aided design, and computer graphics areas. The Handbook on Splines for the User not only provides an excellent introduction to basic concepts and methods but also includes the SplineGuide-a computer diskette that allows the reader to practice using important programs.These programs help the user to build interpolating and smoothing cubic and bicubic splines of all classes. Programs are described in Fortran for spline functions and C for geometric splines. The Handbook describes spline functions and geometric splines and provides simple, but effective algorithms. It covers virtually all of the important types of cubic and bicubic splines, functions, variables, curves, and surfaces. The book is written in a straightforward manner and requires little mathematical background. When necessary, the authors give theoretical treatments in an easy-to-use form. Through the Handbook on Splines for the User, introduce yourself to the exciting world of splines and learn to use them in practical applications and computer graphics.

Quantitative Methods of Data Analysis for the Physical Sciences and Engineering

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Publisher : Cambridge University Press
ISBN 13 : 1107029767
Total Pages : 631 pages
Book Rating : 4.1/5 (7 download)

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Book Synopsis Quantitative Methods of Data Analysis for the Physical Sciences and Engineering by : Douglas G. Martinson

Download or read book Quantitative Methods of Data Analysis for the Physical Sciences and Engineering written by Douglas G. Martinson and published by Cambridge University Press. This book was released on 2018-09-20 with total page 631 pages. Available in PDF, EPUB and Kindle. Book excerpt: Provides thorough and comprehensive coverage of new and important quantitative methods in data science, for graduate students and practitioners.

Cubic Spline Interpolation: a Review

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Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (123 download)

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Book Synopsis Cubic Spline Interpolation: a Review by : Columbia University. Department of Computer Science

Download or read book Cubic Spline Interpolation: a Review written by Columbia University. Department of Computer Science and published by . This book was released on 1988 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: