Linear Combination - Linear Independence

Linear Independence

For some sets of vectors v1,...,vn, a single vector can be written in two different ways as a linear combination of them:

Equivalently, by subtracting these a non-trivial combination is zero:

If that is possible, then v1,...,vn are called linearly dependent; otherwise, they are linearly independent. Similarly, we can speak of linear dependence or independence of an arbitrary set S of vectors.

If S is linearly independent and the span of S equals V, then S is a basis for V.

Read more about this topic:  Linear Combination

Famous quotes containing the word independence:

    ... we’re not out to benefit society, to remold existence, to make industry safe for anyone except ourselves, to give any small peoples except ourselves their rights. We’re not out for submerged tenths, we’re not going to suffer over how the other half lives. We’re out for Mary’s job and Luella’s art, and Barbara’s independence and the rest of our individual careers and desires.
    Anne O’Hagan (1869–?)