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Asymptotic Growth

In describing the size and depth of a circuit, the terms ``logarithmic'', ``linear'', ``quadratic'', ``polynomial'', and ``exponential'' are often used. These terms are used to describe bounds on the growth of some function (usually the size of output or time to generate it) within a constant factor.

Name Proportional to
logarithmic $\lg n$
linear $n$
quadratic $n^2$
polynomial $n^k$ for some fixed $k$
exponential $c^n$ for some fixed $c$

For example, a function described as linear will generally double in size when its input doubles. These ideas will be formalized later as ``big-O'' notation when you take an algorithms class.



Jeffrey Considine 2001-05-01