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How can I automate this tensor computation?


Why doesn't Mathematica make an obvious simplification?Simplify matrix algebraReduce the output from tuples by including symmetry?How to put the tensor product of two operators onto two variables?Symbolic Tensor AlgebraExpression containing $ttI$ is real — how can I show this is so in my notebook?Working with tensor algebraPython's einsum equivalent in Mathematica?Del as a Differential Operator: (Matrix times Del) cross vectorExplicitly construct tensor quantities with given symmetries






.everyoneloves__top-leaderboard:empty,.everyoneloves__mid-leaderboard:empty,.everyoneloves__bot-mid-leaderboard:empty margin-bottom:0;








4












$begingroup$


I am doing this work by hand, but it takes a lot of time and I make several calculation errors, so I was thinking to make Mathematica to calculate this for me, but I am stuck at the very beginning.



I am working with tensors like this:



$XXV_ijk = dfrac16(X_iX_jV_k+X_iX_kV_j+X_jX_iV_k+X_kX_jV_i+X_jX_kV_i+X_kX_iV_j)$
$-dfrac15(delta_ij, (Xcdot X) V_k+delta_ik (Xcdot V) X_j+delta_jk (Xcdot V) X_i)$



where $X_i$ and $V_i$ are the components of the 3-vectors $vecX$ and $vecV$. I have to multiply these tensors, for example



$XXV times XXV = dfrac225V^2+dfrac825 (Xcdot V)^2$



I think I can obtain the first part with Tuples and Total(?) but I don't know how to obtain the part with the Kroeneker deltas; if I can write these tensors correctly I think I can multiply these tensors with . and Transpose.



As @yarchik has pointd out, I have to add that my tensors have unit length










share|improve this question











$endgroup$











  • $begingroup$
    Is there a typo in your last term on the first line, $X_kX_iV_k$? There should be a $j$-index somewhere.
    $endgroup$
    – Roman
    8 hours ago










  • $begingroup$
    @Roman yes it is a typo
    $endgroup$
    – mattiav27
    7 hours ago










  • $begingroup$
    I think your second term still needs a power correction. The answer should be proportional to $V^2$.
    $endgroup$
    – yarchik
    7 hours ago










  • $begingroup$
    @yarchik you are right, but this is a typo not a calculation error...
    $endgroup$
    – mattiav27
    7 hours ago

















4












$begingroup$


I am doing this work by hand, but it takes a lot of time and I make several calculation errors, so I was thinking to make Mathematica to calculate this for me, but I am stuck at the very beginning.



I am working with tensors like this:



$XXV_ijk = dfrac16(X_iX_jV_k+X_iX_kV_j+X_jX_iV_k+X_kX_jV_i+X_jX_kV_i+X_kX_iV_j)$
$-dfrac15(delta_ij, (Xcdot X) V_k+delta_ik (Xcdot V) X_j+delta_jk (Xcdot V) X_i)$



where $X_i$ and $V_i$ are the components of the 3-vectors $vecX$ and $vecV$. I have to multiply these tensors, for example



$XXV times XXV = dfrac225V^2+dfrac825 (Xcdot V)^2$



I think I can obtain the first part with Tuples and Total(?) but I don't know how to obtain the part with the Kroeneker deltas; if I can write these tensors correctly I think I can multiply these tensors with . and Transpose.



As @yarchik has pointd out, I have to add that my tensors have unit length










share|improve this question











$endgroup$











  • $begingroup$
    Is there a typo in your last term on the first line, $X_kX_iV_k$? There should be a $j$-index somewhere.
    $endgroup$
    – Roman
    8 hours ago










  • $begingroup$
    @Roman yes it is a typo
    $endgroup$
    – mattiav27
    7 hours ago










  • $begingroup$
    I think your second term still needs a power correction. The answer should be proportional to $V^2$.
    $endgroup$
    – yarchik
    7 hours ago










  • $begingroup$
    @yarchik you are right, but this is a typo not a calculation error...
    $endgroup$
    – mattiav27
    7 hours ago













4












4








4





$begingroup$


I am doing this work by hand, but it takes a lot of time and I make several calculation errors, so I was thinking to make Mathematica to calculate this for me, but I am stuck at the very beginning.



I am working with tensors like this:



$XXV_ijk = dfrac16(X_iX_jV_k+X_iX_kV_j+X_jX_iV_k+X_kX_jV_i+X_jX_kV_i+X_kX_iV_j)$
$-dfrac15(delta_ij, (Xcdot X) V_k+delta_ik (Xcdot V) X_j+delta_jk (Xcdot V) X_i)$



where $X_i$ and $V_i$ are the components of the 3-vectors $vecX$ and $vecV$. I have to multiply these tensors, for example



$XXV times XXV = dfrac225V^2+dfrac825 (Xcdot V)^2$



I think I can obtain the first part with Tuples and Total(?) but I don't know how to obtain the part with the Kroeneker deltas; if I can write these tensors correctly I think I can multiply these tensors with . and Transpose.



As @yarchik has pointd out, I have to add that my tensors have unit length










share|improve this question











$endgroup$




I am doing this work by hand, but it takes a lot of time and I make several calculation errors, so I was thinking to make Mathematica to calculate this for me, but I am stuck at the very beginning.



I am working with tensors like this:



$XXV_ijk = dfrac16(X_iX_jV_k+X_iX_kV_j+X_jX_iV_k+X_kX_jV_i+X_jX_kV_i+X_kX_iV_j)$
$-dfrac15(delta_ij, (Xcdot X) V_k+delta_ik (Xcdot V) X_j+delta_jk (Xcdot V) X_i)$



where $X_i$ and $V_i$ are the components of the 3-vectors $vecX$ and $vecV$. I have to multiply these tensors, for example



$XXV times XXV = dfrac225V^2+dfrac825 (Xcdot V)^2$



I think I can obtain the first part with Tuples and Total(?) but I don't know how to obtain the part with the Kroeneker deltas; if I can write these tensors correctly I think I can multiply these tensors with . and Transpose.



As @yarchik has pointd out, I have to add that my tensors have unit length







simplifying-expressions tensors code-request






share|improve this question















share|improve this question













share|improve this question




share|improve this question








edited 5 hours ago









Carl Woll

87.6k3 gold badges115 silver badges224 bronze badges




87.6k3 gold badges115 silver badges224 bronze badges










asked 9 hours ago









mattiav27mattiav27

2,2772 gold badges15 silver badges33 bronze badges




2,2772 gold badges15 silver badges33 bronze badges











  • $begingroup$
    Is there a typo in your last term on the first line, $X_kX_iV_k$? There should be a $j$-index somewhere.
    $endgroup$
    – Roman
    8 hours ago










  • $begingroup$
    @Roman yes it is a typo
    $endgroup$
    – mattiav27
    7 hours ago










  • $begingroup$
    I think your second term still needs a power correction. The answer should be proportional to $V^2$.
    $endgroup$
    – yarchik
    7 hours ago










  • $begingroup$
    @yarchik you are right, but this is a typo not a calculation error...
    $endgroup$
    – mattiav27
    7 hours ago
















  • $begingroup$
    Is there a typo in your last term on the first line, $X_kX_iV_k$? There should be a $j$-index somewhere.
    $endgroup$
    – Roman
    8 hours ago










  • $begingroup$
    @Roman yes it is a typo
    $endgroup$
    – mattiav27
    7 hours ago










  • $begingroup$
    I think your second term still needs a power correction. The answer should be proportional to $V^2$.
    $endgroup$
    – yarchik
    7 hours ago










  • $begingroup$
    @yarchik you are right, but this is a typo not a calculation error...
    $endgroup$
    – mattiav27
    7 hours ago















$begingroup$
Is there a typo in your last term on the first line, $X_kX_iV_k$? There should be a $j$-index somewhere.
$endgroup$
– Roman
8 hours ago




$begingroup$
Is there a typo in your last term on the first line, $X_kX_iV_k$? There should be a $j$-index somewhere.
$endgroup$
– Roman
8 hours ago












$begingroup$
@Roman yes it is a typo
$endgroup$
– mattiav27
7 hours ago




$begingroup$
@Roman yes it is a typo
$endgroup$
– mattiav27
7 hours ago












$begingroup$
I think your second term still needs a power correction. The answer should be proportional to $V^2$.
$endgroup$
– yarchik
7 hours ago




$begingroup$
I think your second term still needs a power correction. The answer should be proportional to $V^2$.
$endgroup$
– yarchik
7 hours ago












$begingroup$
@yarchik you are right, but this is a typo not a calculation error...
$endgroup$
– mattiav27
7 hours ago




$begingroup$
@yarchik you are right, but this is a typo not a calculation error...
$endgroup$
– mattiav27
7 hours ago










3 Answers
3






active

oldest

votes


















5












$begingroup$

You can write it directly as you see it



xxv[i_,j_,k_]:= 1/6( x[i]x[j]v[k]+x[i]x[k]v[j]
+x[j]x[i]v[k]+x[k]x[j]v[i]
+x[j]x[k]v[i]+x[k]x[i]v[j] )
-1/5( KroneckerDelta[i,j]Sum[x[l]x[l],l,3]v[k]
+KroneckerDelta[i,k]Sum[x[l]v[l],l,3]x[j]
+KroneckerDelta[j,k]Sum[x[l]v[l],l,3]x[i] )

FullSimplify[ Sum[xxv[i,j,k] xxv[i,j,k],i,3,j,3,k,3],
Assumptions->Sum[x[i]^2,i,3]==1
&&Sum[x[i]v[i],i,3]==xv
&&Sum[v[i]v[i],i,3]==vv]

Out[1]= 2/25 (4 vv + xv^2)


where I assumed that your vector x is normalized






share|improve this answer











$endgroup$




















    5












    $begingroup$

    This is how I'd do it; maybe it's useful for you.



    Define $vecX$ and $vecV$ as vectors:



    X = Array[x, 3];
    V = Array[v, 3];


    useful $3times3times3$ tensors for assembling:



    a = Outer[Times, X, X, V];
    b = (X.X) Outer[Times, IdentityMatrix[3], V];
    c = (X.V) Outer[Times, IdentityMatrix[3], X];


    assemble $XXV$:



    XXV = (a + Transpose[a, 3, 1, 2] + Transpose[a, 2, 3, 1])/3 -
    (b + Transpose[c, 3, 1, 2] + Transpose[c, 2, 3, 1])/5;


    check a formula:



    Total[XXV*XXV, 3] == 2/25 (X.X) ((X.V)^2 + 4 (X.X) (V.V)) // FullSimplify
    (* True *)





    share|improve this answer









    $endgroup$












    • $begingroup$
      Nice that you verified my answer. I already started to doubt.
      $endgroup$
      – yarchik
      7 hours ago










    • $begingroup$
      @yarchik this is one of my calculation errors... I have corrected the formula in my post
      $endgroup$
      – mattiav27
      7 hours ago










    • $begingroup$
      @mattiav27 it's still wrong, the second term should be 8/25 and you need to specify that you're assuming that $vecX$ has unit length.
      $endgroup$
      – Roman
      6 hours ago


















    3












    $begingroup$

    You can cast this as a symbolic tensor question, and make use of my TensorSimplify package. Install the paclet with:



    PacletInstall[
    "TensorSimplify",
    "Site" -> "http://raw.githubusercontent.com/carlwoll/TensorSimplify/master"
    ]


    Once installed, load the package with:



    <<TensorSimplify`


    Now, define your tensor using TensorProduct:



    XXV = 1/3 (TensorProduct[X,X,V] + TensorProduct[X,V,X] + TensorProduct[V,X,X]) - 
    1/5 (X.X TensorProduct[Inactive[IdentityMatrix][3], V] +
    X.V TensorTranspose[TensorProduct[Inactive[IdentityMatrix][3],X],1,3,2] +
    X.V TensorProduct[X,Inactive[IdentityMatrix][3]]
    );


    Note the use of Inactive[IdentityMatrix][3] instead of IdentityMatrix[3]. Then:



    TensorSimplify[
    TensorContract[TensorProduct[XXV, XXV], 1, 4, 2, 5, 3, 6],
    Assumptions -> (X|V) ∈ Vectors[3]
    ]



    2/25 (V.X)^2 X.X + 8/25 V.V (X.X)^2




    Using X.X == 1 reproduces your result.






    share|improve this answer









    $endgroup$















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      3 Answers
      3






      active

      oldest

      votes








      3 Answers
      3






      active

      oldest

      votes









      active

      oldest

      votes






      active

      oldest

      votes









      5












      $begingroup$

      You can write it directly as you see it



      xxv[i_,j_,k_]:= 1/6( x[i]x[j]v[k]+x[i]x[k]v[j]
      +x[j]x[i]v[k]+x[k]x[j]v[i]
      +x[j]x[k]v[i]+x[k]x[i]v[j] )
      -1/5( KroneckerDelta[i,j]Sum[x[l]x[l],l,3]v[k]
      +KroneckerDelta[i,k]Sum[x[l]v[l],l,3]x[j]
      +KroneckerDelta[j,k]Sum[x[l]v[l],l,3]x[i] )

      FullSimplify[ Sum[xxv[i,j,k] xxv[i,j,k],i,3,j,3,k,3],
      Assumptions->Sum[x[i]^2,i,3]==1
      &&Sum[x[i]v[i],i,3]==xv
      &&Sum[v[i]v[i],i,3]==vv]

      Out[1]= 2/25 (4 vv + xv^2)


      where I assumed that your vector x is normalized






      share|improve this answer











      $endgroup$

















        5












        $begingroup$

        You can write it directly as you see it



        xxv[i_,j_,k_]:= 1/6( x[i]x[j]v[k]+x[i]x[k]v[j]
        +x[j]x[i]v[k]+x[k]x[j]v[i]
        +x[j]x[k]v[i]+x[k]x[i]v[j] )
        -1/5( KroneckerDelta[i,j]Sum[x[l]x[l],l,3]v[k]
        +KroneckerDelta[i,k]Sum[x[l]v[l],l,3]x[j]
        +KroneckerDelta[j,k]Sum[x[l]v[l],l,3]x[i] )

        FullSimplify[ Sum[xxv[i,j,k] xxv[i,j,k],i,3,j,3,k,3],
        Assumptions->Sum[x[i]^2,i,3]==1
        &&Sum[x[i]v[i],i,3]==xv
        &&Sum[v[i]v[i],i,3]==vv]

        Out[1]= 2/25 (4 vv + xv^2)


        where I assumed that your vector x is normalized






        share|improve this answer











        $endgroup$















          5












          5








          5





          $begingroup$

          You can write it directly as you see it



          xxv[i_,j_,k_]:= 1/6( x[i]x[j]v[k]+x[i]x[k]v[j]
          +x[j]x[i]v[k]+x[k]x[j]v[i]
          +x[j]x[k]v[i]+x[k]x[i]v[j] )
          -1/5( KroneckerDelta[i,j]Sum[x[l]x[l],l,3]v[k]
          +KroneckerDelta[i,k]Sum[x[l]v[l],l,3]x[j]
          +KroneckerDelta[j,k]Sum[x[l]v[l],l,3]x[i] )

          FullSimplify[ Sum[xxv[i,j,k] xxv[i,j,k],i,3,j,3,k,3],
          Assumptions->Sum[x[i]^2,i,3]==1
          &&Sum[x[i]v[i],i,3]==xv
          &&Sum[v[i]v[i],i,3]==vv]

          Out[1]= 2/25 (4 vv + xv^2)


          where I assumed that your vector x is normalized






          share|improve this answer











          $endgroup$



          You can write it directly as you see it



          xxv[i_,j_,k_]:= 1/6( x[i]x[j]v[k]+x[i]x[k]v[j]
          +x[j]x[i]v[k]+x[k]x[j]v[i]
          +x[j]x[k]v[i]+x[k]x[i]v[j] )
          -1/5( KroneckerDelta[i,j]Sum[x[l]x[l],l,3]v[k]
          +KroneckerDelta[i,k]Sum[x[l]v[l],l,3]x[j]
          +KroneckerDelta[j,k]Sum[x[l]v[l],l,3]x[i] )

          FullSimplify[ Sum[xxv[i,j,k] xxv[i,j,k],i,3,j,3,k,3],
          Assumptions->Sum[x[i]^2,i,3]==1
          &&Sum[x[i]v[i],i,3]==xv
          &&Sum[v[i]v[i],i,3]==vv]

          Out[1]= 2/25 (4 vv + xv^2)


          where I assumed that your vector x is normalized







          share|improve this answer














          share|improve this answer



          share|improve this answer








          edited 8 hours ago

























          answered 8 hours ago









          yarchikyarchik

          4,55610 silver badges34 bronze badges




          4,55610 silver badges34 bronze badges























              5












              $begingroup$

              This is how I'd do it; maybe it's useful for you.



              Define $vecX$ and $vecV$ as vectors:



              X = Array[x, 3];
              V = Array[v, 3];


              useful $3times3times3$ tensors for assembling:



              a = Outer[Times, X, X, V];
              b = (X.X) Outer[Times, IdentityMatrix[3], V];
              c = (X.V) Outer[Times, IdentityMatrix[3], X];


              assemble $XXV$:



              XXV = (a + Transpose[a, 3, 1, 2] + Transpose[a, 2, 3, 1])/3 -
              (b + Transpose[c, 3, 1, 2] + Transpose[c, 2, 3, 1])/5;


              check a formula:



              Total[XXV*XXV, 3] == 2/25 (X.X) ((X.V)^2 + 4 (X.X) (V.V)) // FullSimplify
              (* True *)





              share|improve this answer









              $endgroup$












              • $begingroup$
                Nice that you verified my answer. I already started to doubt.
                $endgroup$
                – yarchik
                7 hours ago










              • $begingroup$
                @yarchik this is one of my calculation errors... I have corrected the formula in my post
                $endgroup$
                – mattiav27
                7 hours ago










              • $begingroup$
                @mattiav27 it's still wrong, the second term should be 8/25 and you need to specify that you're assuming that $vecX$ has unit length.
                $endgroup$
                – Roman
                6 hours ago















              5












              $begingroup$

              This is how I'd do it; maybe it's useful for you.



              Define $vecX$ and $vecV$ as vectors:



              X = Array[x, 3];
              V = Array[v, 3];


              useful $3times3times3$ tensors for assembling:



              a = Outer[Times, X, X, V];
              b = (X.X) Outer[Times, IdentityMatrix[3], V];
              c = (X.V) Outer[Times, IdentityMatrix[3], X];


              assemble $XXV$:



              XXV = (a + Transpose[a, 3, 1, 2] + Transpose[a, 2, 3, 1])/3 -
              (b + Transpose[c, 3, 1, 2] + Transpose[c, 2, 3, 1])/5;


              check a formula:



              Total[XXV*XXV, 3] == 2/25 (X.X) ((X.V)^2 + 4 (X.X) (V.V)) // FullSimplify
              (* True *)





              share|improve this answer









              $endgroup$












              • $begingroup$
                Nice that you verified my answer. I already started to doubt.
                $endgroup$
                – yarchik
                7 hours ago










              • $begingroup$
                @yarchik this is one of my calculation errors... I have corrected the formula in my post
                $endgroup$
                – mattiav27
                7 hours ago










              • $begingroup$
                @mattiav27 it's still wrong, the second term should be 8/25 and you need to specify that you're assuming that $vecX$ has unit length.
                $endgroup$
                – Roman
                6 hours ago













              5












              5








              5





              $begingroup$

              This is how I'd do it; maybe it's useful for you.



              Define $vecX$ and $vecV$ as vectors:



              X = Array[x, 3];
              V = Array[v, 3];


              useful $3times3times3$ tensors for assembling:



              a = Outer[Times, X, X, V];
              b = (X.X) Outer[Times, IdentityMatrix[3], V];
              c = (X.V) Outer[Times, IdentityMatrix[3], X];


              assemble $XXV$:



              XXV = (a + Transpose[a, 3, 1, 2] + Transpose[a, 2, 3, 1])/3 -
              (b + Transpose[c, 3, 1, 2] + Transpose[c, 2, 3, 1])/5;


              check a formula:



              Total[XXV*XXV, 3] == 2/25 (X.X) ((X.V)^2 + 4 (X.X) (V.V)) // FullSimplify
              (* True *)





              share|improve this answer









              $endgroup$



              This is how I'd do it; maybe it's useful for you.



              Define $vecX$ and $vecV$ as vectors:



              X = Array[x, 3];
              V = Array[v, 3];


              useful $3times3times3$ tensors for assembling:



              a = Outer[Times, X, X, V];
              b = (X.X) Outer[Times, IdentityMatrix[3], V];
              c = (X.V) Outer[Times, IdentityMatrix[3], X];


              assemble $XXV$:



              XXV = (a + Transpose[a, 3, 1, 2] + Transpose[a, 2, 3, 1])/3 -
              (b + Transpose[c, 3, 1, 2] + Transpose[c, 2, 3, 1])/5;


              check a formula:



              Total[XXV*XXV, 3] == 2/25 (X.X) ((X.V)^2 + 4 (X.X) (V.V)) // FullSimplify
              (* True *)






              share|improve this answer












              share|improve this answer



              share|improve this answer










              answered 7 hours ago









              RomanRoman

              14.3k1 gold badge19 silver badges51 bronze badges




              14.3k1 gold badge19 silver badges51 bronze badges











              • $begingroup$
                Nice that you verified my answer. I already started to doubt.
                $endgroup$
                – yarchik
                7 hours ago










              • $begingroup$
                @yarchik this is one of my calculation errors... I have corrected the formula in my post
                $endgroup$
                – mattiav27
                7 hours ago










              • $begingroup$
                @mattiav27 it's still wrong, the second term should be 8/25 and you need to specify that you're assuming that $vecX$ has unit length.
                $endgroup$
                – Roman
                6 hours ago
















              • $begingroup$
                Nice that you verified my answer. I already started to doubt.
                $endgroup$
                – yarchik
                7 hours ago










              • $begingroup$
                @yarchik this is one of my calculation errors... I have corrected the formula in my post
                $endgroup$
                – mattiav27
                7 hours ago










              • $begingroup$
                @mattiav27 it's still wrong, the second term should be 8/25 and you need to specify that you're assuming that $vecX$ has unit length.
                $endgroup$
                – Roman
                6 hours ago















              $begingroup$
              Nice that you verified my answer. I already started to doubt.
              $endgroup$
              – yarchik
              7 hours ago




              $begingroup$
              Nice that you verified my answer. I already started to doubt.
              $endgroup$
              – yarchik
              7 hours ago












              $begingroup$
              @yarchik this is one of my calculation errors... I have corrected the formula in my post
              $endgroup$
              – mattiav27
              7 hours ago




              $begingroup$
              @yarchik this is one of my calculation errors... I have corrected the formula in my post
              $endgroup$
              – mattiav27
              7 hours ago












              $begingroup$
              @mattiav27 it's still wrong, the second term should be 8/25 and you need to specify that you're assuming that $vecX$ has unit length.
              $endgroup$
              – Roman
              6 hours ago




              $begingroup$
              @mattiav27 it's still wrong, the second term should be 8/25 and you need to specify that you're assuming that $vecX$ has unit length.
              $endgroup$
              – Roman
              6 hours ago











              3












              $begingroup$

              You can cast this as a symbolic tensor question, and make use of my TensorSimplify package. Install the paclet with:



              PacletInstall[
              "TensorSimplify",
              "Site" -> "http://raw.githubusercontent.com/carlwoll/TensorSimplify/master"
              ]


              Once installed, load the package with:



              <<TensorSimplify`


              Now, define your tensor using TensorProduct:



              XXV = 1/3 (TensorProduct[X,X,V] + TensorProduct[X,V,X] + TensorProduct[V,X,X]) - 
              1/5 (X.X TensorProduct[Inactive[IdentityMatrix][3], V] +
              X.V TensorTranspose[TensorProduct[Inactive[IdentityMatrix][3],X],1,3,2] +
              X.V TensorProduct[X,Inactive[IdentityMatrix][3]]
              );


              Note the use of Inactive[IdentityMatrix][3] instead of IdentityMatrix[3]. Then:



              TensorSimplify[
              TensorContract[TensorProduct[XXV, XXV], 1, 4, 2, 5, 3, 6],
              Assumptions -> (X|V) ∈ Vectors[3]
              ]



              2/25 (V.X)^2 X.X + 8/25 V.V (X.X)^2




              Using X.X == 1 reproduces your result.






              share|improve this answer









              $endgroup$

















                3












                $begingroup$

                You can cast this as a symbolic tensor question, and make use of my TensorSimplify package. Install the paclet with:



                PacletInstall[
                "TensorSimplify",
                "Site" -> "http://raw.githubusercontent.com/carlwoll/TensorSimplify/master"
                ]


                Once installed, load the package with:



                <<TensorSimplify`


                Now, define your tensor using TensorProduct:



                XXV = 1/3 (TensorProduct[X,X,V] + TensorProduct[X,V,X] + TensorProduct[V,X,X]) - 
                1/5 (X.X TensorProduct[Inactive[IdentityMatrix][3], V] +
                X.V TensorTranspose[TensorProduct[Inactive[IdentityMatrix][3],X],1,3,2] +
                X.V TensorProduct[X,Inactive[IdentityMatrix][3]]
                );


                Note the use of Inactive[IdentityMatrix][3] instead of IdentityMatrix[3]. Then:



                TensorSimplify[
                TensorContract[TensorProduct[XXV, XXV], 1, 4, 2, 5, 3, 6],
                Assumptions -> (X|V) ∈ Vectors[3]
                ]



                2/25 (V.X)^2 X.X + 8/25 V.V (X.X)^2




                Using X.X == 1 reproduces your result.






                share|improve this answer









                $endgroup$















                  3












                  3








                  3





                  $begingroup$

                  You can cast this as a symbolic tensor question, and make use of my TensorSimplify package. Install the paclet with:



                  PacletInstall[
                  "TensorSimplify",
                  "Site" -> "http://raw.githubusercontent.com/carlwoll/TensorSimplify/master"
                  ]


                  Once installed, load the package with:



                  <<TensorSimplify`


                  Now, define your tensor using TensorProduct:



                  XXV = 1/3 (TensorProduct[X,X,V] + TensorProduct[X,V,X] + TensorProduct[V,X,X]) - 
                  1/5 (X.X TensorProduct[Inactive[IdentityMatrix][3], V] +
                  X.V TensorTranspose[TensorProduct[Inactive[IdentityMatrix][3],X],1,3,2] +
                  X.V TensorProduct[X,Inactive[IdentityMatrix][3]]
                  );


                  Note the use of Inactive[IdentityMatrix][3] instead of IdentityMatrix[3]. Then:



                  TensorSimplify[
                  TensorContract[TensorProduct[XXV, XXV], 1, 4, 2, 5, 3, 6],
                  Assumptions -> (X|V) ∈ Vectors[3]
                  ]



                  2/25 (V.X)^2 X.X + 8/25 V.V (X.X)^2




                  Using X.X == 1 reproduces your result.






                  share|improve this answer









                  $endgroup$



                  You can cast this as a symbolic tensor question, and make use of my TensorSimplify package. Install the paclet with:



                  PacletInstall[
                  "TensorSimplify",
                  "Site" -> "http://raw.githubusercontent.com/carlwoll/TensorSimplify/master"
                  ]


                  Once installed, load the package with:



                  <<TensorSimplify`


                  Now, define your tensor using TensorProduct:



                  XXV = 1/3 (TensorProduct[X,X,V] + TensorProduct[X,V,X] + TensorProduct[V,X,X]) - 
                  1/5 (X.X TensorProduct[Inactive[IdentityMatrix][3], V] +
                  X.V TensorTranspose[TensorProduct[Inactive[IdentityMatrix][3],X],1,3,2] +
                  X.V TensorProduct[X,Inactive[IdentityMatrix][3]]
                  );


                  Note the use of Inactive[IdentityMatrix][3] instead of IdentityMatrix[3]. Then:



                  TensorSimplify[
                  TensorContract[TensorProduct[XXV, XXV], 1, 4, 2, 5, 3, 6],
                  Assumptions -> (X|V) ∈ Vectors[3]
                  ]



                  2/25 (V.X)^2 X.X + 8/25 V.V (X.X)^2




                  Using X.X == 1 reproduces your result.







                  share|improve this answer












                  share|improve this answer



                  share|improve this answer










                  answered 5 hours ago









                  Carl WollCarl Woll

                  87.6k3 gold badges115 silver badges224 bronze badges




                  87.6k3 gold badges115 silver badges224 bronze badges



























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