Prove Determinant Using the Triple Scalar Product

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SUMMARY

The discussion centers on proving the determinant of a matrix A using the triple scalar product, specifically the equation det A = \frac{1}{6} \epsilon_{ijk} \epsilon_{pqr} A_{ip} A_{jq} A_{kr}. Participants highlight the geometric interpretation of both the determinant and the scalar triple product, emphasizing that both represent volume. The relationship between the determinant and the scalar triple product is established through the identification of the determinant as the volume spanned by the row vectors of matrix A, leading to the conclusion that det A can be expressed in terms of the Levi-Civita symbol.

PREREQUISITES
  • Understanding of determinants, specifically in 3 dimensions.
  • Familiarity with the Levi-Civita symbol (ε).
  • Knowledge of vector operations, particularly the scalar triple product.
  • Experience with Einstein summation notation.
NEXT STEPS
  • Study the geometric interpretation of the determinant and its relation to volume.
  • Learn about the properties of the Levi-Civita symbol and its applications in linear algebra.
  • Explore the derivation of the scalar triple product and its significance in vector calculus.
  • Investigate advanced applications of determinants in physics and engineering contexts.
USEFUL FOR

Students studying linear algebra, mathematicians interested in geometric interpretations, and educators teaching determinants and vector calculus concepts.

ThirdEyeBlind
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Homework Statement


I'm supposed to prove det A = \frac{1}{6} \epsilon_{ijk} \epsilon_{pqr} A_{ip} A_{jq} A_{kr} using the triple scalar product.

Homework Equations


\frac{1}{6} \epsilon_{ijk} \epsilon_{pqr} A_{ip} A_{jq} A_{ kr}
(\vec u \times \vec v) \cdot \vec w = u_i v_j w_k \epsilon_{ijk}

The Attempt at a Solution


I have written out and understand that det A = \epsilon_{ijk} A_{1i} A_{2j} A_{3k} but I don't understand where the triple scalar product comes into play.

I see the similarity between the shorthand notations of the triple scalar product and the determinant but don't see how I can relate the two. I figure I must be missing some geometric/mathematical interpretation that can help me.

I've used Einstein summation notation in a couple previous problems but this is really the first involved problem I have to do and am a bit lost as to what to do.
 
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ThirdEyeBlind said:

Homework Statement


I'm supposed to prove det A = \frac{1}{6} \epsilon_{ijk} \epsilon_{pqr} A_{ip} A_{jq} A_{kr} using the triple scalar product.

Homework Equations


\frac{1}{6} \epsilon_{ijk} \epsilon_{pqr} A_{ip} A_{jq} A_{ kr}
(\vec u \times \vec v) \cdot \vec w = u_i v_j w_k \epsilon_{ijk}

The Attempt at a Solution


I have written out and understand that det A = \epsilon_{ijk} A_{1i} A_{2j} A_{3k} but I don't understand where the triple scalar product comes into play.

I see the similarity between the shorthand notations of the triple scalar product and the determinant but don't see how I can relate the two. I figure I must be missing some geometric/mathematical interpretation that can help me.

I've used Einstein summation notation in a couple previous problems but this is really the first involved problem I have to do and am a bit lost as to what to do.

Both the scalar triple product and the determinant (in 3 dimensions) have the geometrical interpretation of volume. ##(\vec u \times \vec v) \cdot \vec w## is the volume of the prism formed by vectors u, v, and w. They are probably expecting you to make the identification

$$ \det A \quad = (\vec{A}_1 \times \vec{A}_2) \cdot \vec{A}_3 ,$$

where, for example, ##\vec{A}_1## is the first row in matrix A. The determinant of A is the volume spanned by its three row vectors.

That gets you up to the point where you are, namely ##\det A = \epsilon_{ijk} A_{1i} A_{2j} A_{3k}##. To get the rest of it, note that

$$\det A = \epsilon_{ijk} A_{1i} A_{2j} A_{3k} = -\epsilon_{ijk} A_{2i} A_{1j} A_{3k} = \epsilon_{213}\epsilon_{ijk} A_{2i} A_{1j} A_{3k}$$

for example.
 

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