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Differential Equations and Linear Algebra

Differential Equations and Linear Algebra
Author: Gilbert Strang
Publisher: Wellesley-Cambridge Press
Total Pages: 0
Release: 2015-02-12
Genre: Mathematics
ISBN: 9780980232790

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Differential equations and linear algebra are two central topics in the undergraduate mathematics curriculum. This innovative textbook allows the two subjects to be developed either separately or together, illuminating the connections between two fundamental topics, and giving increased flexibility to instructors. It can be used either as a semester-long course in differential equations, or as a one-year course in differential equations, linear algebra, and applications. Beginning with the basics of differential equations, it covers first and second order equations, graphical and numerical methods, and matrix equations. The book goes on to present the fundamentals of vector spaces, followed by eigenvalues and eigenvectors, positive definiteness, integral transform methods and applications to PDEs. The exposition illuminates the natural correspondence between solution methods for systems of equations in discrete and continuous settings. The topics draw on the physical sciences, engineering and economics, reflecting the author's distinguished career as an applied mathematician and expositor.


Differential Equations with Linear Algebra

Differential Equations with Linear Algebra
Author: Matthew R. Boelkins
Publisher: OUP USA
Total Pages: 572
Release: 2009-11-05
Genre: Mathematics
ISBN: 0195385861

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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.


Ordinary Differential Equations and Linear Algebra

Ordinary Differential Equations and Linear Algebra
Author: Todd Kapitula
Publisher: SIAM
Total Pages: 308
Release: 2015-11-17
Genre: Mathematics
ISBN: 1611974097

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Ordinary differential equations (ODEs) and linear algebra are foundational postcalculus mathematics courses in the sciences. The goal of this text is to help students master both subject areas in a one-semester course. Linear algebra is developed first, with an eye toward solving linear systems of ODEs. A computer algebra system is used for intermediate calculations (Gaussian elimination, complicated integrals, etc.); however, the text is not tailored toward a particular system. Ordinary Differential Equations and Linear Algebra: A Systems Approach systematically develops the linear algebra needed to solve systems of ODEs and includes over 15 distinct applications of the theory, many of which are not typically seen in a textbook at this level (e.g., lead poisoning, SIR models, digital filters). It emphasizes mathematical modeling and contains group projects at the end of each chapter that allow students to more fully explore the interaction between the modeling of a system, the solution of the model, and the resulting physical description.


Differential Equations & Linear Algebra

Differential Equations & Linear Algebra
Author: Charles Henry Edwards
Publisher:
Total Pages: 762
Release: 2010
Genre: Algebras, Linear
ISBN: 9780138141028

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For courses in Differential Equations and Linear Algebra. Acclaimed authors Edwards and Penney combine core topics in elementary differential equations with those concepts and methods of elementary linear algebra needed for a contemporary combined introduction to differential equations and linear algebra. Known for its real-world applications and its blend of algebraic and geometric approaches, this text discusses mathematical modeling of real-world phenomena, with a fresh new computational and qualitative flavor evident throughout in figures, examples, problems, and applications. In the Third Edition, new graphics and narrative have been added as needed-yet the proven chapter and section structure remains unchanged, so that class notes and syllabi will not require revision for the new edition.


Introduction to Linear Algebra and Differential Equations

Introduction to Linear Algebra and Differential Equations
Author: John W. Dettman
Publisher: Courier Corporation
Total Pages: 442
Release: 2012-10-05
Genre: Mathematics
ISBN: 0486158314

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Excellent introductory text focuses on complex numbers, determinants, orthonormal bases, symmetric and hermitian matrices, first order non-linear equations, linear differential equations, Laplace transforms, Bessel functions, more. Includes 48 black-and-white illustrations. Exercises with solutions. Index.


Worldwide Differential Equations

Worldwide Differential Equations
Author: Robert C. McOwen
Publisher:
Total Pages: 270
Release: 2012-08-01
Genre: Algebras, Linear
ISBN: 9780984207121

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Differential Equations, Dynamical Systems, and Linear Algebra

Differential Equations, Dynamical Systems, and Linear Algebra
Author: Morris W. Hirsch
Publisher: Academic Press
Total Pages: 373
Release: 1974-06-28
Genre: Mathematics
ISBN: 0080873766

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This book is about dynamical aspects of ordinary differential equations and the relations between dynamical systems and certain fields outside pure mathematics. A prominent role is played by the structure theory of linear operators on finite-dimensional vector spaces; the authors have included a self-contained treatment of that subject.


Basics of Linear Algebra for Machine Learning

Basics of Linear Algebra for Machine Learning
Author: Jason Brownlee
Publisher: Machine Learning Mastery
Total Pages: 211
Release: 2018-01-24
Genre: Computers
ISBN:

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Linear algebra is a pillar of machine learning. You cannot develop a deep understanding and application of machine learning without it. In this laser-focused Ebook, you will finally cut through the equations, Greek letters, and confusion, and discover the topics in linear algebra that you need to know. Using clear explanations, standard Python libraries, and step-by-step tutorial lessons, you will discover what linear algebra is, the importance of linear algebra to machine learning, vector, and matrix operations, matrix factorization, principal component analysis, and much more.


Differential Equations

Differential Equations
Author: Anindya Dey
Publisher: CRC Press
Total Pages: 522
Release: 2021-09-27
Genre: Mathematics
ISBN: 1000436799

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Differential Equations: A Linear Algebra Approach follows an innovative approach of inculcating linear algebra and elementary functional analysis in the backdrop of even the simple methods of solving ordinary differential equations. The contents of the book have been made user-friendly through concise useful theoretical discussions and numerous illustrative examples practical and pathological.