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Author: Arieh Iserles
Publisher: Cambridge University Press
ISBN: 9780521643160
Category : Mathematics
Languages : en
Pages : 388
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Book Description
An annual volume presenting substantive survey articles in numerical analysis and scientific computing.
Author: Arieh Iserles
Publisher: Cambridge University Press
ISBN: 9780521643160
Category : Mathematics
Languages : en
Pages : 388
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Book Description
An annual volume presenting substantive survey articles in numerical analysis and scientific computing.
Author: David E. Stewart
Publisher: Springer Nature
ISBN: 3031081218
Category : Mathematics
Languages : en
Pages : 645
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Book Description
This book aims to introduce graduate students to the many applications of numerical computation, explaining in detail both how and why the included methods work in practice. The text addresses numerical analysis as a middle ground between practice and theory, addressing both the abstract mathematical analysis and applied computation and programming models instrumental to the field. While the text uses pseudocode, Matlab and Julia codes are available online for students to use, and to demonstrate implementation techniques. The textbook also emphasizes multivariate problems alongside single-variable problems and deals with topics in randomness, including stochastic differential equations and randomized algorithms, and topics in optimization and approximation relevant to machine learning. Ultimately, it seeks to clarify issues in numerical analysis in the context of applications, and presenting accessible methods to students in mathematics and data science.
Author: Emmanuel Gobet
Publisher: CRC Press
ISBN: 149874625X
Category : Mathematics
Languages : en
Pages : 216
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Book Description
Developed from the author’s course at the Ecole Polytechnique, Monte-Carlo Methods and Stochastic Processes: From Linear to Non-Linear focuses on the simulation of stochastic processes in continuous time and their link with partial differential equations (PDEs). It covers linear and nonlinear problems in biology, finance, geophysics, mechanics, chemistry, and other application areas. The text also thoroughly develops the problem of numerical integration and computation of expectation by the Monte-Carlo method. The book begins with a history of Monte-Carlo methods and an overview of three typical Monte-Carlo problems: numerical integration and computation of expectation, simulation of complex distributions, and stochastic optimization. The remainder of the text is organized in three parts of progressive difficulty. The first part presents basic tools for stochastic simulation and analysis of algorithm convergence. The second part describes Monte-Carlo methods for the simulation of stochastic differential equations. The final part discusses the simulation of non-linear dynamics.
Author: Arieh Iserles
Publisher: Cambridge University Press
ISBN: 9780521572347
Category : Mathematics
Languages : en
Pages : 412
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Book Description
Acta Numerica is an annual volume presenting survey papers in numerical analysis. Each year the editorial board selects significant topics and invites papers from authors who have made notable contributions to the development of that topic. The articles are intended to summarize the field at a level accessible to graduate students and researchers. Acta Numerica has proved to be a valuable tool not only for researchers and professionals wishing to develop their understanding of the subject and follow developments, but also as an advanced teaching aid at colleges and universities. Articles in previous volumes have been expanded into both monographs and textbooks, and many of the original articles themselves have been used as the prime resource for graduate courses.
Author: Susanne C. Brenner
Publisher: American Mathematical Soc.
ISBN: 1470451638
Category : Education
Languages : en
Pages : 364
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Book Description
The year 2018 marked the 75th anniversary of the founding of Mathematics of Computation, one of the four primary research journals published by the American Mathematical Society and the oldest research journal devoted to computational mathematics. To celebrate this milestone, the symposium “Celebrating 75 Years of Mathematics of Computation” was held from November 1–3, 2018, at the Institute for Computational and Experimental Research in Mathematics (ICERM), Providence, Rhode Island. The sixteen papers in this volume, written by the symposium speakers and editors of the journal, include both survey articles and new contributions. On the discrete side, there are four papers covering topics in computational number theory and computational algebra. On the continuous side, there are twelve papers covering topics in machine learning, high dimensional approximations, nonlocal and fractional elliptic problems, gradient flows, hyperbolic conservation laws, Maxwell's equations, Stokes's equations, a posteriori error estimation, and iterative methods. Together they provide a snapshot of significant achievements in the past quarter century in computational mathematics and also in important current trends.
Author: Arieh Iserles
Publisher: Cambridge University Press
ISBN: 9780521461818
Category : Mathematics
Languages : en
Pages : 582
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Book Description
Acta Numerica is an annual volume presenting survey papers in numerical analysis accessible to graduate students and researchers. Highlights of the 1994 issue are articles on domain decomposition, mesh adaption, pseudospectral methods and neural networks.
Author: A. Iserles
Publisher: Cambridge University Press
ISBN: 9780521516426
Category : Mathematics
Languages : en
Pages : 424
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Book Description
A high-impact, prestigious annual publication containing invited surveys by subject leaders: essential reading for all practitioners and researchers.
Author: Arieh Iserles
Publisher: Cambridge University Press
ISBN: 9780521770880
Category : Computers
Languages : en
Pages : 310
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Book Description
Numerical analysis is the subject of applied mathematics concerned mainly with using computers in evaluating or approximating mathematical models. As such, it is crucial to all applications of mathematics in science and engineering, as well as being an important discipline on its own. Acta Numerica surveys annually the most important developments in numerical analysis and scientific computing. The subjects and authors of the substantive survey articles are chosen by a distinguished international editorial board so as to report the most important developments in the subject in a manner accessible to the wider community of professionals with an interest in scientific computing.
Author: Arieh Iserles
Publisher: Cambridge University Press
ISBN: 9780521803120
Category : Mathematics
Languages : en
Pages : 570
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Book Description
An annual volume presenting substantive survey articles in numerical analysis and scientific computing.
Author: Arieh Iserles
Publisher: Cambridge University Press
ISBN: 9780521877435
Category : Mathematics
Languages : en
Pages : 488
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Book Description
A high-impact factor, prestigious, annual publication containing invited surveys by subject leaders: essential reading for all practitioners and researchers.
