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Normal Equation


Given a matrix equation

Ax=b,

the normal equation is that which minimizes the sum of the square differences between the left and right sides:

A^(T)Ax=A^(T)b.

It is called a normal equation because b-Ax is normal to the range of A.

Here, A^(T)A is a normal matrix.


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