Find the eigenvalues of a matrix

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    Eigenvalues Matrix
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SUMMARY

The discussion focuses on finding the eigenvalues of a matrix through polynomial factorization. The transition from Step 1 to Step 2 involves simplifying the characteristic polynomial, leading to the equation (1-λ)(λ+2)(λ-3) = 0. The method outlined emphasizes the importance of identifying rational roots using the Rational Root Theorem, which aids in factoring the polynomial. The final result confirms that the eigenvalues are derived from the roots of the polynomial.

PREREQUISITES
  • Understanding of eigenvalues and eigenvectors
  • Familiarity with polynomial equations and factorization
  • Knowledge of the Rational Root Theorem
  • Basic algebraic manipulation skills
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  • Study the process of finding eigenvalues using characteristic polynomials
  • Learn about the Rational Root Theorem and its applications in polynomial factorization
  • Explore methods for solving cubic equations
  • Investigate the significance of eigenvalues in linear transformations
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Students studying linear algebra, mathematicians focusing on matrix theory, and anyone interested in computational methods for finding eigenvalues.

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Homework Statement


i'm trying to find the eigenvalues of a matrix and i have the solution but i don't understand how it gets from the step 1 to step 2? could someone please explain.

let # = lambda

Step 1: (1-#)[(2-#)(-1-#)+1]+[3(-1-#)+2]+4[3-2(2-#)] = 0
Step 2: (1-#)(#+2)(#-3) = 0





Homework Equations





The Attempt at a Solution


i jst kept expanding the other half of the equation with my final result bein
useless

(1-#)(#^2 -#-1)+(5#-5) = 0
 
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If you expand the first equation completely you get -L^3+2*L^2+5*L-6=0 (L=lambda). Now you just want to factor this polynomial. Probably the easiest way to do this is to look for zeros of the polynomial. Eg L=1 is a zero so L-1 is a root (we also use the clue that if p/q is a rational root the p divides the constant polynomial coefficient and q divides the highest power coefficient). Once you found one root divide it out and try to factor what's left. It's pretty standard stuff.
 
If the coefficient of the variable with the highest power is one:
[tex]x^n +a_{n-1} x^{n-1} + ... + a_1 x + a_0[/tex]
then if the polynomial has a integer root then the last coefficient (a_0) is a multiple of the root. For example, given the polynomial:
[tex]x^2 + 5x + 6[/tex]
the possible integer roots are +/-1 , +/-2, +/-3 and +/-6
a quick check shows that 2 and 3 are roots so the polynomial is equal to
[tex](x-3)(x-2)[/tex]
This is especially useful for finding e-values from the e-polynomial since in most problems the e-values are integers and the coefficient of x^n is always 1.
 

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