๐ŸŽณ Inner Product

Mathematics / Geometry

The inner product is a function on ๐Ÿน Vector > Vector Space that satisfies:

  1. , where the right-hand side is the conjugate of .
  2. .
  3. .
  4. for and for .

With these properties, the inner product is linear in the second argument and conjugate-linear in the first,

A common inner product is the called the dot product,

A common ๐Ÿ“Œ Norm for vector space can also be defined via inner product as

Lastly, the inner product is also related to the ๐Ÿ“ Angle between vectors and as

Symmetric Positive Definite

If ๐Ÿฑ Matrix is symmetric positive definite, then

defines an inner product where and are coordinate representations with respect to basis , and .

Content by William Liang, written in Obsidian.
Thank you to all the educators who made these notes possible.