Peter R. Turner, Thomas Arildsen, Kathleen Kavanagh.
وضعیت نشر و پخش و غیره
محل نشرو پخش و غیره
Cham, Switzerland :
نام ناشر، پخش کننده و غيره
Springer,
تاریخ نشرو بخش و غیره
2018.
مشخصات ظاهری
نام خاص و کميت اثر
1 online resource (x, 272 pages) :
ساير جزييات
illustrations (some color)
فروست
عنوان فروست
Texts in computer science,
شاپا ي ISSN فروست
1868-0941
یادداشتهای مربوط به کتابنامه ، واژه نامه و نمایه های داخل اثر
متن يادداشت
Includes bibliographical references and index.
یادداشتهای مربوط به مندرجات
متن يادداشت
Motivation and Background -- Number Representations and Errors -- Numerical Calculus -- Linear Equations -- Iterative Solution of Nonlinear Equations -- Interpolation -- Differential Equations.
بدون عنوان
0
یادداشتهای مربوط به خلاصه یا چکیده
متن يادداشت
This easy-to-understand textbook presents a modern approach to learning numerical methods (or scientific computing), with a unique focus on the modeling and applications of the mathematical content. Emphasis is placed on the need for, and methods of, scientific computing for a range of different types of problems, supplying the evidence and justification to motivate the reader. Practical guidance on coding the methods is also provided, through simple-to-follow examples using Python. Topics and features: Provides an accessible and applications-oriented approach, supported by working Python code for many of the methods Encourages both problem- and project-based learning through extensive examples, exercises, and projects drawn from practical applications Introduces the main concepts in modeling, python programming, number representation, and errors Explains the essential details of numerical calculus, linear, and nonlinear equations, including the multivariable Newton method Discusses interpolation and the numerical solution of differential equations, covering polynomial interpolation, splines, and the Euler, Runge-Kutta, and shooting methods Presents largely self-contained chapters, arranged in a logical order suitable for an introductory course on scientific computing Undergraduate students embarking on a first course on numerical methods or scientific computing will find this textbook to be an invaluable guide to the field, and to the application of these methods across such varied disciplines as computer science, engineering, mathematics, economics, the physical sciences, and social science. Dr. Peter R. Turner is the Founding Director of the Institute for STEM Education at Clarkson University, Potsdam, NY, USA. Dr. Thomas Arildsen is an Associate Professor in the Department of Electronic Systems at Aalborg University, Denmark. Dr. Kathleen Kavanagh is a Professor in the Department of Mathematics at Clarkson University.
یادداشتهای مربوط به سفارشات
منبع سفارش / آدرس اشتراک
Springer Nature
شماره انبار
com.springer.onix.9783319895758
ویراست دیگر از اثر در قالب دیگر رسانه
عنوان
Applied scientific computing.
شماره استاندارد بين المللي کتاب و موسيقي
9783319895741
موضوع (اسم عام یاعبارت اسمی عام)
موضوع مستند نشده
Mathematics-- Data processing.
موضوع مستند نشده
Python (Computer program language)
موضوع مستند نشده
3D graphics & modelling.
موضوع مستند نشده
Computers-- Computer Science.
موضوع مستند نشده
Computers-- Computer Simulation.
موضوع مستند نشده
Computers-- Programming-- Algorithms.
موضوع مستند نشده
Mathematical theory of computation.
موضوع مستند نشده
Mathematics-- Applied.
موضوع مستند نشده
Mathematics-- Data processing.
موضوع مستند نشده
Maths for engineers.
موضوع مستند نشده
Maths for scientists.
موضوع مستند نشده
Python (Computer program language)
مقوله موضوعی
موضوع مستند نشده
COM051300
موضوع مستند نشده
UYA
موضوع مستند نشده
UYA
رده بندی ديویی
شماره
004
.
01/51
ويراست
23
رده بندی کنگره
شماره رده
QA76
.
95
نام شخص به منزله سر شناسه - (مسئولیت معنوی درجه اول )