In
mathematics, a
self-similar object is exactly or approximately
similar to a part of itself (i.e. the whole has the same shape as one or more of the parts). Many objects in the real world, such as
coastlines, are statistically self-similar: parts of them show the same statistical properties at many scales. Self-similarity is a typical property of
fractals.
Scale invariance is an exact form of self-similarity where at any magnification there is a smaller piece of the object that is
similar to the whole. For instance, a side of the
Koch snowflake is both symmetrical and scale-invariant; it can be continually magnified 3x without changing shape. The non-trivial similarity evident in fractals is distinguished by their fine structure, or detail on arbitrarily small scales. As a
counterexample, whereas any portion of a
straight line may resemble the whole, further detail is not revealed.