If a belongs to real numbers and belong to real numbers then assumes the least value at
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It's TGIF, and I'm feelin' lazy with calculus! The above expression sums up to :
f ( x ) = N x 2 − 2 ( a 1 + … + a N ) x + ( a 1 2 + … + a N 2 ) (i),
which has a first derivative:
f ′ ( x ) = 2 N x − 2 ( a 1 + … + a N ) = 0 ⇒ x = N a 1 + … + a N (ii),
and second derivative:
f ′ ′ ( x ) = 2 N > 0 for all x ∈ R (iii).
Thus by (ii) and (iii), the global minimum of f ( x ) occurs at x = N a 1 + … + a N .