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   Author  Topic: linear algebra  (Read 783 times)
MonicaMath
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linear algebra  
« on: Oct 10th, 2009, 3:58pm »
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How I can prove that :
given an nXn matrix A, then:
 
 degree( minimal polynomial of A) = dim(V)   where
 
V = {p(A) ; p(x) a polynomial }
 
?
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Eigenray
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Re: linear algebra  
« Reply #1 on: Oct 10th, 2009, 6:11pm »
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Let K be the relevant field, and consider the K-algebra map
 
: K[x] V
 
determined by (x) = A.  What are the image and kernel of ?  And what is the dimension of K[x]/(f), for a polynomial f?
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MonicaMath
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Re: linear algebra  
« Reply #2 on: Oct 11th, 2009, 11:23am »
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Thank you for your replay...
 
actually I need to prove the result using linear algebra and matrices theory, not using Abstract Algebra groups and homomorphisms,,, if possible
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Obob
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Re: linear algebra  
« Reply #3 on: Oct 11th, 2009, 12:04pm »
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It could certainly be argued that Eigenray's suggested proof just uses linear algebra and matrix theory, although it is perhaps stated in slightly more high-tech language.
 
Let f(x) be the minimal polynomial of A, and say it has degree n.  Then you can show 1, A, A^2,..., A^(n-1) form a basis for V:  
 
showing they are independent follows immediately from the definition of the minimal polynomial; on the other hand, to see they span V, if you are given any polynomial p then use the division algorithm for polynomials to write p = qf + r, where r has degree at most n-1.  Then p(A) = r(A), so in fact p(A) lies in V.
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