How to find eigenvalues and eigenvectors for 5x5 matrix

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SUMMARY

Finding eigenvalues and eigenvectors for a 5x5 matrix using the characteristic equation is often tedious and error-prone. Numerical methods such as Newton's method are recommended for approximating eigenvalues when dealing with complex matrices. For those without access to software like Mathematica, MATLAB, or Maple, manual techniques such as the Tschirnhaus transformation and the Rational Root Theorem can be employed to simplify the process. However, these methods still require careful inspection and may lead to errors if not executed properly.

PREREQUISITES
  • Understanding of eigenvalues and eigenvectors
  • Familiarity with characteristic equations
  • Knowledge of numerical methods, specifically Newton's method
  • Basic skills in polynomial transformations, including the Tschirnhaus transformation
NEXT STEPS
  • Research how to apply Newton's method for eigenvalue approximation
  • Learn about the Tschirnhaus transformation and its applications
  • Study the Rational Root Theorem for polynomial equations
  • Explore alternatives to MATLAB and Mathematica, such as Maple and Wolfram Alpha
USEFUL FOR

Students and professionals in mathematics, particularly those studying linear algebra, as well as anyone needing to compute eigenvalues and eigenvectors manually for 5x5 matrices.

DavidLiew
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I got a 5x5 matrix, if use characteristic equation to find the eigenvalues and eigenvectors are very tedious and trouble, so got any method which are easy to calculate?
 
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unless you've got a nice matrix (read diagonal) you're going to have to use some tricks, if you're lucky you can use the tschirnhaus transformation but most likely you'll have to resort to numerical approximations for the eigenvalues (Newtons method or something) then you'll have to churn through to find the nullspace manually

it's pretty tedious work and chances are that you'd end up making an error doing it anyway..
you could just use mathematica or matlab, that'd be easier

if you don't have any of those, post your matrix and I'll give you the results, if you want?
 
I need to do it in paper, can not use software to solve.
 
in that case I'd say you're going to be stuck with inspection, Newtons method or something like it or if you're lucky you may be able to reduce it to an easier polynomial via some transformation

sorry bro
 
If you are given exercises in which you are asked to find eigenvalues of 5 by 5 matrices by hand, I suspect it will have been set up so the characteristic equations have small integer roots. Once you have the polynomials, you might try the "rational root" theorem to narrow your choices.
 
genericusrnme said:
unless you've got a nice matrix (read diagonal) you're going to have to use some tricks, if you're lucky you can use the tschirnhaus transformation but most likely you'll have to resort to numerical approximations for the eigenvalues (Newtons method or something) then you'll have to churn through to find the nullspace manually

it's pretty tedious work and chances are that you'd end up making an error doing it anyway..
you could just use mathematica or matlab, that'd be easier

if you don't have any of those, post your matrix and I'll give you the results, if you want?

Instead of MATLAB or mathematica, he/she might prefer to use Maple.

RGV
 

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