Pythagorean theorem in an inner-product space Created 2026-09-24 Updated 2026-11-05
If vectors in a real or complex inner product space are orthogonal, then
Indeed, expanding the inner product gives , and orthogonality removes the last term. Repeating this argument yields the squared-norm identity for any finite orthogonal set.
Over the real numbers, the equality also implies orthogonality. Over the complex numbers it only implies . For example, in the vectors and satisfy , but their inner product is nonzero. Thus the converse requires the real-space hypothesis.