System of differential equations eigenvalues

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SUMMARY

The discussion focuses on solving a system of differential equations represented by the matrix equation dx/dt = [1 -4; 4 -7] with the initial condition x(0) = [3; 2]. The eigenvalues of the matrix are both -3, leading to a repeated eigenvalue scenario with only one eigenvector, [1; 1]. The participant struggles with applying the initial condition due to the lack of sufficient eigenvectors, prompting a request for guidance on handling repeated eigenvalues in differential equations.

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  • Understanding of differential equations and their solutions
  • Knowledge of eigenvalues and eigenvectors in linear algebra
  • Familiarity with initial value problems in the context of systems of equations
  • Basic proficiency in matrix operations and properties
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  • Study the method for solving systems with repeated eigenvalues
  • Learn about generalized eigenvectors and their applications
  • Explore the use of the Jordan form in differential equations
  • Review resources on linear systems and their stability analysis
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Students and educators in mathematics, particularly those studying differential equations and linear algebra, as well as anyone seeking to deepen their understanding of eigenvalue problems in applied mathematics.

hocuspocus102
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Homework Statement



solve the system:
dx/dt = [1 -4] x
_______[4 -7]
with x(0) = [3]
__________[2]

Homework Equations





The Attempt at a Solution



I got both eigenvalues of the matrix are -3 and so both eigenvectors are [1]
_____________________________________________________________[1]
so then when I try to solve with the initial condition I get the equation is
Ce^(-3(0))[1] = [3]
__________[1]__[2]
which would lead to C[1] = [3]
__________________[1]___[2]
meaning C = 3 and C = 2 which is impossible because it's the same constant...
Did I get the right eigenvalues and vectors? or is there something I'm missing when it comes to plugging in for the initial condition? Thanks!
 
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hocuspocus102 said:

Homework Statement



solve the system:
dx/dt = [1 -4] x
_______[4 -7]
with x(0) = [3]
__________[2]

Homework Equations





The Attempt at a Solution



I got both eigenvalues of the matrix are -3 and so both eigenvectors are [1]
_____________________________________________________________[1]
so then when I try to solve with the initial condition I get the equation is
Ce^(-3(0))[1] = [3]
__________[1]__[2]
which would lead to C[1] = [3]
__________________[1]___[2]
meaning C = 3 and C = 2 which is impossible because it's the same constant...
Did I get the right eigenvalues and vectors? or is there something I'm missing when it comes to plugging in for the initial condition? Thanks!
The eigenvalue -3 is repeated, so there is only one eigenvector, <1, 1>, so your work to this point looks fine. Does your text discuss what to do when there are fewer eigenvectors than needed?
 
no, it only gives examples of how to use 2 different eigenvalues with their corresponding 2 different eigenvectors. is there a different way to do it?
 
oh ok, thank you very much!
 

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