Direct Sum

Let V be a vector space. Let U and W be subspaces of V. Let the intersection of U and W be limited to the zero vector.

V is a direct sum of U and W if:

Every vector v in V can be uniquely expressed as v = u + w.

The word ‘can’ might be misleading. Everything is such that for each possible v, we can find only one combination of u and w that will give us the equality below:

u + w = v

For our example:

Let the vector space U be a number line with the coordinate \hat x.

All vectors from U will be of the form (x \hat x + 0 \hat y + 0 \hat z).

Let the vector space W be a plane with two coordinates \hat y, \hat z.

All vectors from W will be of the form (0 \hat x + y \hat y + z \hat z).

Let v=(2,5,7)

We can only get this with

(2,0,0) + (0,5,7) = (2,5,7)