Solving Differential Equations in R

Solving Differential Equations in R
Author :
Publisher : Springer Science & Business Media
Total Pages : 258
Release :
ISBN-10 : 9783642280702
ISBN-13 : 3642280706
Rating : 4/5 (02 Downloads)

Synopsis Solving Differential Equations in R by : Karline Soetaert

Mathematics plays an important role in many scientific and engineering disciplines. This book deals with the numerical solution of differential equations, a very important branch of mathematics. Our aim is to give a practical and theoretical account of how to solve a large variety of differential equations, comprising ordinary differential equations, initial value problems and boundary value problems, differential algebraic equations, partial differential equations and delay differential equations. The solution of differential equations using R is the main focus of this book. It is therefore intended for the practitioner, the student and the scientist, who wants to know how to use R for solving differential equations. However, it has been our goal that non-mathematicians should at least understand the basics of the methods, while obtaining entrance into the relevant literature that provides more mathematical background. Therefore, each chapter that deals with R examples is preceded by a chapter where the theory behind the numerical methods being used is introduced. In the sections that deal with the use of R for solving differential equations, we have taken examples from a variety of disciplines, including biology, chemistry, physics, pharmacokinetics. Many examples are well-known test examples, used frequently in the field of numerical analysis.

Solving Differential Equations in R

Solving Differential Equations in R
Author :
Publisher : Springer
Total Pages : 0
Release :
ISBN-10 : 3642280692
ISBN-13 : 9783642280696
Rating : 4/5 (92 Downloads)

Synopsis Solving Differential Equations in R by : Karline Soetaert

Mathematics plays an important role in many scientific and engineering disciplines. This book deals with the numerical solution of differential equations, a very important branch of mathematics. Our aim is to give a practical and theoretical account of how to solve a large variety of differential equations, comprising ordinary differential equations, initial value problems and boundary value problems, differential algebraic equations, partial differential equations and delay differential equations. The solution of differential equations using R is the main focus of this book. It is therefore intended for the practitioner, the student and the scientist, who wants to know how to use R for solving differential equations. However, it has been our goal that non-mathematicians should at least understand the basics of the methods, while obtaining entrance into the relevant literature that provides more mathematical background. Therefore, each chapter that deals with R examples is preceded by a chapter where the theory behind the numerical methods being used is introduced. In the sections that deal with the use of R for solving differential equations, we have taken examples from a variety of disciplines, including biology, chemistry, physics, pharmacokinetics. Many examples are well-known test examples, used frequently in the field of numerical analysis.

Symmetry Methods for Differential Equations

Symmetry Methods for Differential Equations
Author :
Publisher : Cambridge University Press
Total Pages : 230
Release :
ISBN-10 : 0521497868
ISBN-13 : 9780521497862
Rating : 4/5 (68 Downloads)

Synopsis Symmetry Methods for Differential Equations by : Peter Ellsworth Hydon

This book is a straightforward introduction to the subject of symmetry methods for solving differential equations, and is aimed at applied mathematicians, physicists, and engineers. The presentation is informal, using many worked examples to illustrate the main symmetry methods. It is written at a level suitable for postgraduates and advanced undergraduates, and is designed to enable the reader to master the main techniques quickly and easily.The book contains some methods that have not previously appeared in a text. These include methods for obtaining discrete symmetries and integrating factors.

Programming for Computations - Python

Programming for Computations - Python
Author :
Publisher : Springer
Total Pages : 244
Release :
ISBN-10 : 9783319324289
ISBN-13 : 3319324284
Rating : 4/5 (89 Downloads)

Synopsis Programming for Computations - Python by : Svein Linge

This book presents computer programming as a key method for solving mathematical problems. There are two versions of the book, one for MATLAB and one for Python. The book was inspired by the Springer book TCSE 6: A Primer on Scientific Programming with Python (by Langtangen), but the style is more accessible and concise, in keeping with the needs of engineering students. The book outlines the shortest possible path from no previous experience with programming to a set of skills that allows the students to write simple programs for solving common mathematical problems with numerical methods in engineering and science courses. The emphasis is on generic algorithms, clean design of programs, use of functions, and automatic tests for verification.

Partial Differential Equations

Partial Differential Equations
Author :
Publisher : John Wiley & Sons
Total Pages : 467
Release :
ISBN-10 : 9780470054567
ISBN-13 : 0470054565
Rating : 4/5 (67 Downloads)

Synopsis Partial Differential Equations by : Walter A. Strauss

Our understanding of the fundamental processes of the natural world is based to a large extent on partial differential equations (PDEs). The second edition of Partial Differential Equations provides an introduction to the basic properties of PDEs and the ideas and techniques that have proven useful in analyzing them. It provides the student a broad perspective on the subject, illustrates the incredibly rich variety of phenomena encompassed by it, and imparts a working knowledge of the most important techniques of analysis of the solutions of the equations. In this book mathematical jargon is minimized. Our focus is on the three most classical PDEs: the wave, heat and Laplace equations. Advanced concepts are introduced frequently but with the least possible technicalities. The book is flexibly designed for juniors, seniors or beginning graduate students in science, engineering or mathematics.

Finite Difference Methods for Ordinary and Partial Differential Equations

Finite Difference Methods for Ordinary and Partial Differential Equations
Author :
Publisher : SIAM
Total Pages : 356
Release :
ISBN-10 : 0898717833
ISBN-13 : 9780898717839
Rating : 4/5 (33 Downloads)

Synopsis Finite Difference Methods for Ordinary and Partial Differential Equations by : Randall J. LeVeque

This book introduces finite difference methods for both ordinary differential equations (ODEs) and partial differential equations (PDEs) and discusses the similarities and differences between algorithm design and stability analysis for different types of equations. A unified view of stability theory for ODEs and PDEs is presented, and the interplay between ODE and PDE analysis is stressed. The text emphasizes standard classical methods, but several newer approaches also are introduced and are described in the context of simple motivating examples.

Differential Equations For Dummies

Differential Equations For Dummies
Author :
Publisher : John Wiley & Sons
Total Pages : 381
Release :
ISBN-10 : 9780470178140
ISBN-13 : 0470178140
Rating : 4/5 (40 Downloads)

Synopsis Differential Equations For Dummies by : Steven Holzner

The fun and easy way to understand and solve complex equations Many of the fundamental laws of physics, chemistry, biology, and economics can be formulated as differential equations. This plain-English guide explores the many applications of this mathematical tool and shows how differential equations can help us understand the world around us. Differential Equations For Dummies is the perfect companion for a college differential equations course and is an ideal supplemental resource for other calculus classes as well as science and engineering courses. It offers step-by-step techniques, practical tips, numerous exercises, and clear, concise examples to help readers improve their differential equation-solving skills and boost their test scores.

Exploring ODEs

Exploring ODEs
Author :
Publisher : SIAM
Total Pages : 343
Release :
ISBN-10 : 9781611975161
ISBN-13 : 1611975166
Rating : 4/5 (61 Downloads)

Synopsis Exploring ODEs by : Lloyd N. Trefethen

Exploring ODEs is a textbook of ordinary differential equations for advanced undergraduates, graduate students, scientists, and engineers. It is unlike other books in this field in that each concept is illustrated numerically via a few lines of Chebfun code. There are about 400 computer-generated figures in all, and Appendix B presents 100 more examples as templates for further exploration.?

Differential Equations with Linear Algebra

Differential Equations with Linear Algebra
Author :
Publisher : OUP USA
Total Pages : 572
Release :
ISBN-10 : 9780195385861
ISBN-13 : 0195385861
Rating : 4/5 (61 Downloads)

Synopsis Differential Equations with Linear Algebra by : Matthew R. Boelkins

Differential Equations with Linear Algebra explores the interplay between linear algebra and differential equations by examining fundamental problems in elementary differential equations. With an example-first style, the text is accessible to students who have completed multivariable calculus and is appropriate for courses in mathematics and engineering that study systems of differential equations.

Nonlinear Dynamics and Chaos

Nonlinear Dynamics and Chaos
Author :
Publisher : CRC Press
Total Pages : 532
Release :
ISBN-10 : 9780429961113
ISBN-13 : 0429961111
Rating : 4/5 (13 Downloads)

Synopsis Nonlinear Dynamics and Chaos by : Steven H. Strogatz

This textbook is aimed at newcomers to nonlinear dynamics and chaos, especially students taking a first course in the subject. The presentation stresses analytical methods, concrete examples, and geometric intuition. The theory is developed systematically, starting with first-order differential equations and their bifurcations, followed by phase plane analysis, limit cycles and their bifurcations, and culminating with the Lorenz equations, chaos, iterated maps, period doubling, renormalization, fractals, and strange attractors.