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Monday, 19 January 2015

Cross Product and Lagrange's Identity

\begin{align}|x \times y|^2&=\begin{vmatrix}x\cdot x&x\cdot y\\x\cdot y & y\cdot y \end{vmatrix}\\&=|x|^2|y|^2-(x\cdot y)^2\\ &=|x|^2|y|^2(1-\cos^2 \theta)\\ &=|x|^2|y|^2\sin^2 \theta\end{align}

Proof of |x \times y|^2=|x|^2|y|^2-(x\cdot y)^2 (Lagrange's Identity):

\large{\begin{align}RHS &=\sum_{i=1}^n {x_i}^2 \sum_{i=1}^n {y_i}^2-(\sum_{i=1}^n {x_i y_i})^2\\ &=\sum_{i=1}^n {x_i}^2 \sum_{j=1}^n {y_j}^2-\sum_{i=1}^n {x_i y_i}\sum_{j=1}^n {x_j y_j}\\ &=\sum_{i,j=1}^n {x_i}^2 {y_j}^2-\sum_{i,j=1}^n {x_i y_i x_j y_j}\\ &=\sum_{i<j} {x_i}^2{y_j}^2+\sum_{i=1}^n {x_i}^2 {y_i}^2+\sum_{i>j} {x_i}^2{y_j}^2\\ & -\sum_{i<j} x_i y_i x_j y_j- \sum_{i=1}^n{x_i}^2{y_i}^2-\sum_{i>j} x_i y_i x_j y_j\\ &=\sum_{i<j} {x_i}^2 {y_j}^2+\sum_{i<j} {x_j}^2 {y_i}^2-2\sum_{i<j} x_i y_i x_j y_j\\ &=\sum_{i<j} ({x_i}^2{y_j}^2-2x_i y_i x_j y_j+{x_j}^2{y_i}^2)\\ &=\sum_{i<j} (x_i y_j-x_j y_i)^2\\ &=LHS \end{align}}

Computations with cross products:

Area of triangle in space
Let u,v,w be vertices of a triangle. Treat them as arrows from the origin. Then, two sides of the triangle can be given by v-u and w-u. Thus, the area of the triangle is \frac{1}{2}|(v-u)\times (w-u)|.
By the bilinearity of cross products, (\boldsymbol{v-u})\times (\boldsymbol{w-u})=v\times w-u\times w-v\times u+u\times u.
By antisymmetry, u\times u=0.
Therefore, the area of the triangle is given by \frac{1}{2}|v\times w+w\times u+u\times v|. Note the cyclic pattern.

Remark: We can make use of this result to prove the three dimensional Pythagorean theorem. Consider the tetrahedron with vertices A=(a,0,0), B=(0,b,0), C=(0,0,c) and O=(0,0,0). For any three points X,Y,Z in space, write [X,Y,Z] for the area of the triangle with vertices X,Y,Z. Then, the three dimensional Pythagorean theorem states that [ABC]^2=[OAB]^2+[OBC]^2+[OCA]^2.

Equation of the plane spanned by two vectors (skipped)

Intersection of two planes
Say we have two non-parallel planes ax+by+cz=0 and a'x+b'y+c'z=0. They have normal vectors n=(a,b,c) and n’=(a',b',c') respectively. The vector n \times n’ is perpendicular to both n and n’, so it lies on both planes. The line of intersection of the planes is therefore the line through n \times n’.

References:
http://www.owlnet.rice.edu/~fjones/chap7.pdf
https://www2.bc.edu/~reederma/Linalg13.pdf

Useful:
http://www.odeion.org/pythagoras/pythag3d.html
http://www.netcomuk.co.uk/~jenolive/homevec.html

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