Linear Functions

A function f: Reals ® Reals is linear if "xÎ Reals and w Î Reals,

f(wx) = wf(x)

and "x Î Reals and y Î Reals,

f(x + y) = f(x) + f(y).

More compactly, f is linear if "x, y Î Reals and w, u Î Reals,

f(wx + uy) = wf(x) + uf(y).

Such a linear function has the form: " x Î Reals

f(x) = ax

for some constant a.

More interestingly, f: Reals ´ Reals ® Reals is linear if it has the form: " s, x Î Reals

f(s, x) = as + bx

It is said to form a linear combination of its arguments.