Definition:Homogeneous Function
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Definition
Let $f: V \to W$ be a function between two vector spaces $V$ and $W$ over a field $F$.
Then $f$ is homogeneous of degree $n$ if:
- $f \left({\alpha \mathbf v}\right) = \alpha^n f \left({\mathbf v}\right)$
for all nonzero $\mathbf v \in V$ and $\alpha \in F$.
A special case is when $f: \R^2 \to \R$ is a real function of two variables.
Then $f \left({x, y}\right)$ is homogeneous of degree $n$ if:
- $\exists n \in \Z: \forall t \in \R: f \left({tx, ty}\right) = t^n f \left({x, y}\right)$
Thus, loosely speaking, a homogeneous function of $x$ and $y$ is one where $x$ and $y$ are both of the same "power".
Another special case is when $n = 0$:
- $f \left({\alpha \mathbf v}\right) = \alpha^0 f \left({\mathbf v}\right) = f \left({\mathbf v}\right)$
or:
- $f \left({tx, ty}\right) = f \left({x, y}\right)$
This is, of course, called a homogeneous function of degree zero.