 This means that "f" is constant along lines, planes, or hyperplanes, depending on "N" and "M".In a general case, "f" has intrinsic dimension "M" if there exist "M" functions "a1", "a2", ..., "aM" and an "M"-variable function "g" such that


A simple example is transforming a 2-variable function "f" to polar coordinates