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Titlebook: Analysis for Computer Scientists; Foundations, Methods Michael Oberguggenberger,Alexander Ostermann Textbook 20111st edition Springer-Verla

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期刊全称Analysis for Computer Scientists
期刊简称Foundations, Methods
影响因子2023Michael Oberguggenberger,Alexander Ostermann
视频video
发行地址Presents an algorithmic approach to mathematical analysis, with a focus on modelling and on the applications of analysis.Makes thorough use of examples and explanations using MATLAB, Maple, and Java a
学科分类Undergraduate Topics in Computer Science
图书封面Titlebook: Analysis for Computer Scientists; Foundations, Methods Michael Oberguggenberger,Alexander Ostermann Textbook 20111st edition Springer-Verla
影响因子This textbook presents an algorithmic approach to mathematical analysis, with a focus on modelling and on the applications of analysis. Fully integrating mathematical software into the text as an important component of analysis, the book makes thorough use of examples and explanations using MATLAB, Maple, and Java applets. Mathematical theory is described alongside the basic concepts and methods of numerical analysis, supported by computer experiments and programming exercises, and an extensive use of figure illustrations. .Features: thoroughly describes the essential concepts of analysis; provides summaries and exercises in each chapter, as well as computer experiments; discusses important applications and advanced topics; presents tools from vector and matrix algebra in the appendices, together with further information on continuity; includes definitions, propositions and examples throughout the text; supplementary software can be downloaded from the book’s webpage..
Pindex Textbook 20111st edition
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Fünf Thesen zur digitalen Bildungasis of numerous applications in science and engineering..The concept of the numerical derivative follows the opposite direction. The continuous model is discretised and the derivative is replaced by a difference quotient. We carry out a detailed error analysis which allows us to find an optimal app
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Plattformen des Peer-to-Peer Sharing, an interval [.,.] with variable upper bound provides an antiderivative of .. Since the definite integral can be approximated, for example by Riemann sums, the second fundamental theorem offers a possibility to approximate the antiderivative numerically. This is of importance, for example, for the c
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https://doi.org/10.1007/978-3-642-81609-3y—and explain the basic ideas of analysis of variance for model evaluation. Then we turn to multiple (or multivariate) linear regression with several input quantities. The chapter closes with a descriptive approach to determine the influence of the individual coefficients.
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Sequences and Series,sed in a continuous space and time structure. Even though the models are . again in numerical approximations, the continuous model is still helpful as a background, for example for the derivation of error estimates..The following sections are dedicated to the specification of the idea of limiting pr
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Fractals and L-Systems,eason fractal geometry is often exuberantly called the geometry of nature..In this chapter we exemplarily have a look at fractals in ℝ. and ℂ. Furthermore, we give a short introduction to L-systems and discuss, as an application, a simple concept for modelling the growth of plants.
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