5. Solve the initial-value problem x' = Ax, x(0) = x, where, 2 -5] 2 ,x(0) = 3 %3D 4 -2

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Author:James Stewart
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Chapter1: Functions And Models
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### Problem Statement

Solve the initial-value problem given by the differential equation:

\[ x' = Ax, \quad x(0) = x_0 \]

where the matrix \( A \) and the initial condition \( x(0) \) are specified as follows:

\[ A = \begin{bmatrix} 2 & -5 \\ 4 & -2 \end{bmatrix}, \quad x(0) = \begin{bmatrix} 2 \\ 3 \end{bmatrix} \]

### Explanation

This problem involves solving a system of linear differential equations with a given initial value. The solution approach typically involves finding the eigenvalues and eigenvectors of matrix \( A \), constructing the general solution in terms of these eigenvectors, and applying the initial condition to find the specific solution.

This is a fundamental concept in linear algebra and differential equations, often encountered in engineering and physical sciences. The matrix \( A \) represents a linear transformation that affects how the system evolves over time, and \( x(0) \) represents the state of the system at time \( t = 0 \).
Transcribed Image Text:### Problem Statement Solve the initial-value problem given by the differential equation: \[ x' = Ax, \quad x(0) = x_0 \] where the matrix \( A \) and the initial condition \( x(0) \) are specified as follows: \[ A = \begin{bmatrix} 2 & -5 \\ 4 & -2 \end{bmatrix}, \quad x(0) = \begin{bmatrix} 2 \\ 3 \end{bmatrix} \] ### Explanation This problem involves solving a system of linear differential equations with a given initial value. The solution approach typically involves finding the eigenvalues and eigenvectors of matrix \( A \), constructing the general solution in terms of these eigenvectors, and applying the initial condition to find the specific solution. This is a fundamental concept in linear algebra and differential equations, often encountered in engineering and physical sciences. The matrix \( A \) represents a linear transformation that affects how the system evolves over time, and \( x(0) \) represents the state of the system at time \( t = 0 \).
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