From LA done right:How to show this inequality holds?

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Assume that u,v,w are vectors in a inner product space $V$, then

$||w-1/2(u+v)^{2}||=1/2(||w-v||^{2}+||w+v||^{2})-1/4||u-v||^{2}$

Here is a solution, http://linearalgebras.com/6A.html Question 27. But I cannot find how the author manipulating the equation obtained by plugging in to find the answer. Could someone show the steps explicitly? Thanks in advance!

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The solution you linked is incorrect. You should substitute $$ a = w-\frac12(u+v) $$ and $$ b = \frac12(u-v) $$ into the identity. Then simplify and rearrange.