Book cover for Differential Equations and Linear Algebra

Differential Equations and Linear Algebra

Stephen W. Goode, Scott A. Annin

ISBN #9780321964670

4th Edition

2,981 Questions

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83,994 Students Helped

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Summary

Differential Equations and Linear Algebra is a comprehensive exploration of both differential equations and linear algebra, seamlessly weaving theory with practical applications across science and engineering. The book begins by introducing methods for first-order differential equations and foundational matrix operations before expanding into more complex topics such as vector spaces, inner product spaces, and linear transformations. It then deepens the discussion with a rigorous treatment of eigenvalues, eigenvectors, and systems of differential equations, while also highlighting powerful solution techniques like the Laplace Transform and series methods. Through its clear geometric interpretations and thorough analytical approaches, the text offers a robust framework for understanding and solving complex mathematical problems.

Chapters & Topics Covered

Chapter 1

First-Order Differential Equations

Chapter 2

Matrices and Systems of Linear Equations

Chapter 3

Determinants

Chapter 4

Vector Spaces

Chapter 5

Inner Product Spaces

Chapter 6

Linear Transformations

Chapter 7

Eigenvalues and Eigenvectors

Chapter 8

Linear Differential Equations of Order $n$

Chapter 9

Systems of Differential Equations

Chapter 10

The Laplace Transform and Some Elementary Applications

Chapter 11

Series Solutions to Linear Differential Equations

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Problem 1

A tank initially contains 600 L of solution in which there is dissolved 1500 grams of chemical. A solution containing $5 \mathrm{g} / \mathrm{L}$ of the chemical flows into the tank at a rate of $6 \mathrm{L} / \mathrm{min},$ and the well-stirred mixture flows out at a rate of 3 L/min. Determine the concentration of chemical in the tank after one hour.

Luis Amaro

Luis Amaro   Numerade Educator

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Problem 2

The number of bacteria in a culture grows at a rate that is proportional to the number present. Initially there were 10 bacteria in the culture. If the doubling time of the culture is 3 hours, find the number of bacteria that were present after 24 hours.

Trinity Steen

Trinity Steen   Numerade Educator

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Problem 3

Determine whether the given differential equation is exact. $$y e^{x y} d x+\left(2 y-x e^{x y}\right) d y=0$$

Justin Avila

Justin Avila   Numerade Educator

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Problem 4

(a) determine a basis for rowspace $(A)$ and make a sketch of it in the $x y$ -plane; (b) Repeat part (a) for colspace $(A)$. $$A=\left[\begin{array}{rr} 6 & -1 \\ 12 & -2 \end{array}\right]$$

Griffin Johnston

Griffin Johnston   Numerade Educator

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Problem 5

Determine the differential equation giving the slope of the tangent line at the point $(x, y)$ for the given family of curves. $$y=c e^{2 x}$$

Albert Zhang

Albert Zhang   Numerade Educator

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Problem 6

Determine whether the given set $S$ of vectors is closed under addition and closed under scalar multiplication. In each case, take the set of scalars to be the set of all real numbers. The set $S:=\mathbb{Q}$ of all rational numbers.$^{1}$

Donald Albin

Donald Albin   Numerade Educator

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