Invariant Factors Example












2












$begingroup$


I am having trouble undering the relation between invariant factors and it related notions. Could someone help walk me through the following example, which will hopefully clarify things?



Let $T$ be a linear endomorphism on finite-dimensional vector space $V$ over the complex numbers, and let the matrix
$$
left( begin{matrix} x^2(x-1)^2 & 0 & 0 \ 0 & x(x-1)(x-2) & 0 \ 0 & 0 & x(x-2)^2 end{matrix} right).
$$

be the relation matrix of $V$ when views as a $mathbb C [x]$ module under the operation $x cdot alpha = T(alpha )$, for any element $alpha$ in $V$, with respect to the generators ${v_1, v_2, v_3}$.



What are the invariant factors of $T$? Are they just $x^2(x-1)^2$, $x(x-1)(x-2)$, $x(x-2)^2$ or does this matrix need to be adjusted so that the first invariant factor divides the second, et cetera.



What are the elementary divisors of $V$? From this, what is the Jordan form of $T$?










share|cite|improve this question











$endgroup$

















    2












    $begingroup$


    I am having trouble undering the relation between invariant factors and it related notions. Could someone help walk me through the following example, which will hopefully clarify things?



    Let $T$ be a linear endomorphism on finite-dimensional vector space $V$ over the complex numbers, and let the matrix
    $$
    left( begin{matrix} x^2(x-1)^2 & 0 & 0 \ 0 & x(x-1)(x-2) & 0 \ 0 & 0 & x(x-2)^2 end{matrix} right).
    $$

    be the relation matrix of $V$ when views as a $mathbb C [x]$ module under the operation $x cdot alpha = T(alpha )$, for any element $alpha$ in $V$, with respect to the generators ${v_1, v_2, v_3}$.



    What are the invariant factors of $T$? Are they just $x^2(x-1)^2$, $x(x-1)(x-2)$, $x(x-2)^2$ or does this matrix need to be adjusted so that the first invariant factor divides the second, et cetera.



    What are the elementary divisors of $V$? From this, what is the Jordan form of $T$?










    share|cite|improve this question











    $endgroup$















      2












      2








      2


      4



      $begingroup$


      I am having trouble undering the relation between invariant factors and it related notions. Could someone help walk me through the following example, which will hopefully clarify things?



      Let $T$ be a linear endomorphism on finite-dimensional vector space $V$ over the complex numbers, and let the matrix
      $$
      left( begin{matrix} x^2(x-1)^2 & 0 & 0 \ 0 & x(x-1)(x-2) & 0 \ 0 & 0 & x(x-2)^2 end{matrix} right).
      $$

      be the relation matrix of $V$ when views as a $mathbb C [x]$ module under the operation $x cdot alpha = T(alpha )$, for any element $alpha$ in $V$, with respect to the generators ${v_1, v_2, v_3}$.



      What are the invariant factors of $T$? Are they just $x^2(x-1)^2$, $x(x-1)(x-2)$, $x(x-2)^2$ or does this matrix need to be adjusted so that the first invariant factor divides the second, et cetera.



      What are the elementary divisors of $V$? From this, what is the Jordan form of $T$?










      share|cite|improve this question











      $endgroup$




      I am having trouble undering the relation between invariant factors and it related notions. Could someone help walk me through the following example, which will hopefully clarify things?



      Let $T$ be a linear endomorphism on finite-dimensional vector space $V$ over the complex numbers, and let the matrix
      $$
      left( begin{matrix} x^2(x-1)^2 & 0 & 0 \ 0 & x(x-1)(x-2) & 0 \ 0 & 0 & x(x-2)^2 end{matrix} right).
      $$

      be the relation matrix of $V$ when views as a $mathbb C [x]$ module under the operation $x cdot alpha = T(alpha )$, for any element $alpha$ in $V$, with respect to the generators ${v_1, v_2, v_3}$.



      What are the invariant factors of $T$? Are they just $x^2(x-1)^2$, $x(x-1)(x-2)$, $x(x-2)^2$ or does this matrix need to be adjusted so that the first invariant factor divides the second, et cetera.



      What are the elementary divisors of $V$? From this, what is the Jordan form of $T$?







      linear-algebra abstract-algebra






      share|cite|improve this question















      share|cite|improve this question













      share|cite|improve this question




      share|cite|improve this question








      edited Dec 14 '18 at 17:30







      LinearGuy

















      asked Dec 14 '18 at 17:20









      LinearGuyLinearGuy

      13511




      13511






















          1 Answer
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          $begingroup$

          Let $A$ be your matrix. As you suspect, the invariant factors are not just the diagonal entries of $A$. This is clear since they do not satisfy the divisibility condition you mention. However, we can easily obtain the elementary divisors since $A$ is diagonal. As a $mathbb{C}[x]$-module, we have
          begin{align*}
          V &cong frac{mathbb{C}[x]}{(x^2(x-1)^2)} oplus frac{mathbb{C}[x]}{(x(x-1)(x-2))} oplus frac{mathbb{C}[x]}{(x(x-2)^2)}\
          &cong frac{mathbb{C}[x]}{(x^2)} oplus frac{mathbb{C}[x]}{((x-1)^2)} oplus frac{mathbb{C}[x]}{(x)} oplus frac{mathbb{C}[x]}{(x-1)} oplus frac{mathbb{C}[x]}{(x-2)} oplus frac{mathbb{C}[x]}{(x)} oplus frac{mathbb{C}[x]}{((x-2)^2)}
          end{align*}

          by the Chinese Remainder Theorem. Thus the elementary divisors of $A$ are
          $$
          x,x,x^2, x-1, (x-1)^2, x-2, (x-2)^2 , .
          $$

          We can recombine these into the invariant factors $a_1, a_2, a_3$. The largest invariant factor must be divisible by all the elementary divisors, so $a_3 = x^2 (x-1)^2 (x-2)^2$. Looking at what's left, we find that $a_2 = x(x-1)(x-2)$, and finially that $a_1 = x$.



          But finding the invariant factors is not actually necessary to compute the Jordan form. From the list of elementary divisors, we see that $T$ has Jordan canonical form
          $$
          J =
          left(begin{array}{r|r|rr|r|rr|r|rr}
          0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 &
          0 \
          hline
          0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 &
          0 \
          hline
          0 & 0 & 0 & 1 & 0 & 0 & 0 & 0 & 0 &
          0 \
          0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 &
          0 \
          hline
          0 & 0 & 0 & 0 & 1 & 0 & 0 & 0 & 0 &
          0 \
          hline
          0 & 0 & 0 & 0 & 0 & 1 & 1 & 0 & 0 &
          0 \
          0 & 0 & 0 & 0 & 0 & 0 & 1 & 0 & 0 &
          0 \
          hline
          0 & 0 & 0 & 0 & 0 & 0 & 0 & 2 & 0 &
          0 \
          hline
          0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 2 &
          1 \
          0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 &
          2
          end{array}right) , .
          $$

          See $S12.3$ (p. 491) of Dummit and Foote for more on how to obtain the Jordan form from the list of elementary divisors.






          share|cite|improve this answer









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            $begingroup$

            Let $A$ be your matrix. As you suspect, the invariant factors are not just the diagonal entries of $A$. This is clear since they do not satisfy the divisibility condition you mention. However, we can easily obtain the elementary divisors since $A$ is diagonal. As a $mathbb{C}[x]$-module, we have
            begin{align*}
            V &cong frac{mathbb{C}[x]}{(x^2(x-1)^2)} oplus frac{mathbb{C}[x]}{(x(x-1)(x-2))} oplus frac{mathbb{C}[x]}{(x(x-2)^2)}\
            &cong frac{mathbb{C}[x]}{(x^2)} oplus frac{mathbb{C}[x]}{((x-1)^2)} oplus frac{mathbb{C}[x]}{(x)} oplus frac{mathbb{C}[x]}{(x-1)} oplus frac{mathbb{C}[x]}{(x-2)} oplus frac{mathbb{C}[x]}{(x)} oplus frac{mathbb{C}[x]}{((x-2)^2)}
            end{align*}

            by the Chinese Remainder Theorem. Thus the elementary divisors of $A$ are
            $$
            x,x,x^2, x-1, (x-1)^2, x-2, (x-2)^2 , .
            $$

            We can recombine these into the invariant factors $a_1, a_2, a_3$. The largest invariant factor must be divisible by all the elementary divisors, so $a_3 = x^2 (x-1)^2 (x-2)^2$. Looking at what's left, we find that $a_2 = x(x-1)(x-2)$, and finially that $a_1 = x$.



            But finding the invariant factors is not actually necessary to compute the Jordan form. From the list of elementary divisors, we see that $T$ has Jordan canonical form
            $$
            J =
            left(begin{array}{r|r|rr|r|rr|r|rr}
            0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 &
            0 \
            hline
            0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 &
            0 \
            hline
            0 & 0 & 0 & 1 & 0 & 0 & 0 & 0 & 0 &
            0 \
            0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 &
            0 \
            hline
            0 & 0 & 0 & 0 & 1 & 0 & 0 & 0 & 0 &
            0 \
            hline
            0 & 0 & 0 & 0 & 0 & 1 & 1 & 0 & 0 &
            0 \
            0 & 0 & 0 & 0 & 0 & 0 & 1 & 0 & 0 &
            0 \
            hline
            0 & 0 & 0 & 0 & 0 & 0 & 0 & 2 & 0 &
            0 \
            hline
            0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 2 &
            1 \
            0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 &
            2
            end{array}right) , .
            $$

            See $S12.3$ (p. 491) of Dummit and Foote for more on how to obtain the Jordan form from the list of elementary divisors.






            share|cite|improve this answer









            $endgroup$


















              2












              $begingroup$

              Let $A$ be your matrix. As you suspect, the invariant factors are not just the diagonal entries of $A$. This is clear since they do not satisfy the divisibility condition you mention. However, we can easily obtain the elementary divisors since $A$ is diagonal. As a $mathbb{C}[x]$-module, we have
              begin{align*}
              V &cong frac{mathbb{C}[x]}{(x^2(x-1)^2)} oplus frac{mathbb{C}[x]}{(x(x-1)(x-2))} oplus frac{mathbb{C}[x]}{(x(x-2)^2)}\
              &cong frac{mathbb{C}[x]}{(x^2)} oplus frac{mathbb{C}[x]}{((x-1)^2)} oplus frac{mathbb{C}[x]}{(x)} oplus frac{mathbb{C}[x]}{(x-1)} oplus frac{mathbb{C}[x]}{(x-2)} oplus frac{mathbb{C}[x]}{(x)} oplus frac{mathbb{C}[x]}{((x-2)^2)}
              end{align*}

              by the Chinese Remainder Theorem. Thus the elementary divisors of $A$ are
              $$
              x,x,x^2, x-1, (x-1)^2, x-2, (x-2)^2 , .
              $$

              We can recombine these into the invariant factors $a_1, a_2, a_3$. The largest invariant factor must be divisible by all the elementary divisors, so $a_3 = x^2 (x-1)^2 (x-2)^2$. Looking at what's left, we find that $a_2 = x(x-1)(x-2)$, and finially that $a_1 = x$.



              But finding the invariant factors is not actually necessary to compute the Jordan form. From the list of elementary divisors, we see that $T$ has Jordan canonical form
              $$
              J =
              left(begin{array}{r|r|rr|r|rr|r|rr}
              0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 &
              0 \
              hline
              0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 &
              0 \
              hline
              0 & 0 & 0 & 1 & 0 & 0 & 0 & 0 & 0 &
              0 \
              0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 &
              0 \
              hline
              0 & 0 & 0 & 0 & 1 & 0 & 0 & 0 & 0 &
              0 \
              hline
              0 & 0 & 0 & 0 & 0 & 1 & 1 & 0 & 0 &
              0 \
              0 & 0 & 0 & 0 & 0 & 0 & 1 & 0 & 0 &
              0 \
              hline
              0 & 0 & 0 & 0 & 0 & 0 & 0 & 2 & 0 &
              0 \
              hline
              0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 2 &
              1 \
              0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 &
              2
              end{array}right) , .
              $$

              See $S12.3$ (p. 491) of Dummit and Foote for more on how to obtain the Jordan form from the list of elementary divisors.






              share|cite|improve this answer









              $endgroup$
















                2












                2








                2





                $begingroup$

                Let $A$ be your matrix. As you suspect, the invariant factors are not just the diagonal entries of $A$. This is clear since they do not satisfy the divisibility condition you mention. However, we can easily obtain the elementary divisors since $A$ is diagonal. As a $mathbb{C}[x]$-module, we have
                begin{align*}
                V &cong frac{mathbb{C}[x]}{(x^2(x-1)^2)} oplus frac{mathbb{C}[x]}{(x(x-1)(x-2))} oplus frac{mathbb{C}[x]}{(x(x-2)^2)}\
                &cong frac{mathbb{C}[x]}{(x^2)} oplus frac{mathbb{C}[x]}{((x-1)^2)} oplus frac{mathbb{C}[x]}{(x)} oplus frac{mathbb{C}[x]}{(x-1)} oplus frac{mathbb{C}[x]}{(x-2)} oplus frac{mathbb{C}[x]}{(x)} oplus frac{mathbb{C}[x]}{((x-2)^2)}
                end{align*}

                by the Chinese Remainder Theorem. Thus the elementary divisors of $A$ are
                $$
                x,x,x^2, x-1, (x-1)^2, x-2, (x-2)^2 , .
                $$

                We can recombine these into the invariant factors $a_1, a_2, a_3$. The largest invariant factor must be divisible by all the elementary divisors, so $a_3 = x^2 (x-1)^2 (x-2)^2$. Looking at what's left, we find that $a_2 = x(x-1)(x-2)$, and finially that $a_1 = x$.



                But finding the invariant factors is not actually necessary to compute the Jordan form. From the list of elementary divisors, we see that $T$ has Jordan canonical form
                $$
                J =
                left(begin{array}{r|r|rr|r|rr|r|rr}
                0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 &
                0 \
                hline
                0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 &
                0 \
                hline
                0 & 0 & 0 & 1 & 0 & 0 & 0 & 0 & 0 &
                0 \
                0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 &
                0 \
                hline
                0 & 0 & 0 & 0 & 1 & 0 & 0 & 0 & 0 &
                0 \
                hline
                0 & 0 & 0 & 0 & 0 & 1 & 1 & 0 & 0 &
                0 \
                0 & 0 & 0 & 0 & 0 & 0 & 1 & 0 & 0 &
                0 \
                hline
                0 & 0 & 0 & 0 & 0 & 0 & 0 & 2 & 0 &
                0 \
                hline
                0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 2 &
                1 \
                0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 &
                2
                end{array}right) , .
                $$

                See $S12.3$ (p. 491) of Dummit and Foote for more on how to obtain the Jordan form from the list of elementary divisors.






                share|cite|improve this answer









                $endgroup$



                Let $A$ be your matrix. As you suspect, the invariant factors are not just the diagonal entries of $A$. This is clear since they do not satisfy the divisibility condition you mention. However, we can easily obtain the elementary divisors since $A$ is diagonal. As a $mathbb{C}[x]$-module, we have
                begin{align*}
                V &cong frac{mathbb{C}[x]}{(x^2(x-1)^2)} oplus frac{mathbb{C}[x]}{(x(x-1)(x-2))} oplus frac{mathbb{C}[x]}{(x(x-2)^2)}\
                &cong frac{mathbb{C}[x]}{(x^2)} oplus frac{mathbb{C}[x]}{((x-1)^2)} oplus frac{mathbb{C}[x]}{(x)} oplus frac{mathbb{C}[x]}{(x-1)} oplus frac{mathbb{C}[x]}{(x-2)} oplus frac{mathbb{C}[x]}{(x)} oplus frac{mathbb{C}[x]}{((x-2)^2)}
                end{align*}

                by the Chinese Remainder Theorem. Thus the elementary divisors of $A$ are
                $$
                x,x,x^2, x-1, (x-1)^2, x-2, (x-2)^2 , .
                $$

                We can recombine these into the invariant factors $a_1, a_2, a_3$. The largest invariant factor must be divisible by all the elementary divisors, so $a_3 = x^2 (x-1)^2 (x-2)^2$. Looking at what's left, we find that $a_2 = x(x-1)(x-2)$, and finially that $a_1 = x$.



                But finding the invariant factors is not actually necessary to compute the Jordan form. From the list of elementary divisors, we see that $T$ has Jordan canonical form
                $$
                J =
                left(begin{array}{r|r|rr|r|rr|r|rr}
                0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 &
                0 \
                hline
                0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 &
                0 \
                hline
                0 & 0 & 0 & 1 & 0 & 0 & 0 & 0 & 0 &
                0 \
                0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 &
                0 \
                hline
                0 & 0 & 0 & 0 & 1 & 0 & 0 & 0 & 0 &
                0 \
                hline
                0 & 0 & 0 & 0 & 0 & 1 & 1 & 0 & 0 &
                0 \
                0 & 0 & 0 & 0 & 0 & 0 & 1 & 0 & 0 &
                0 \
                hline
                0 & 0 & 0 & 0 & 0 & 0 & 0 & 2 & 0 &
                0 \
                hline
                0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 2 &
                1 \
                0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 &
                2
                end{array}right) , .
                $$

                See $S12.3$ (p. 491) of Dummit and Foote for more on how to obtain the Jordan form from the list of elementary divisors.







                share|cite|improve this answer












                share|cite|improve this answer



                share|cite|improve this answer










                answered Dec 15 '18 at 9:09









                André 3000André 3000

                12.6k22243




                12.6k22243






























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