Imagine the following problem:
Person 1 travels with velocity $v$, and person 2 has a velocity of $u$ according to the rest frame. They both travel in straight line, with an angle $\theta$ between their trajectories. Find the speed of Person 2 in Person 1's frame:
The solution of this problem is starts with realizing that one of the person's can be taken to be traveling on the x-axis of the rest frame, making
$$\mathbf{v} = \langle v,0 \rangle$$ and $$\mathbf{u} = \langle u\cos\theta,u\sin\theta \rangle$$
Now by the relativistic addition of velocities we realize that, the y-component of the Person's 2 in velocity in Person's 1 frame ($u_y'$) and the x-component ($u_x'$) are:
$$u_x'=\frac{u\cos\theta-v}{1-\frac{uv\cos\theta}{c^2}}$$
$$u_y'=\frac{u\sin\theta}{\gamma \left( 1-\frac{uv\cos\theta}{c^2} \right)}$$
where:
$$\gamma=\frac{1}{\sqrt{1-\frac{v^2}{c^2}}}$$
we can now find the speed ($\| \mathbf{u'} \|$) as: $$\| \mathbf{u'} \|=\sqrt{u_x'^2+u_y'^2}$$
Now if you go through the process of simplifying it you will find out that: $$\| \mathbf{u'} \| = \frac{1}{1-\left (\frac{\mathbf{v}\cdot\mathbf{u}}{c^2}\right )}\sqrt{\left (\mathbf{u}-\mathbf{v}\right )^2 - \frac{(\mathbf{v}\times\mathbf{u})^2}{c^2}}$$
I am curious why such equation is true and why do each of the products (dot and cross, especially the cross) appear in this equation?? Thank you in advance!