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Prove that |x+y| <= |x| + |y|
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This is known as triangle inequality, Here is a proof: \[|a+b|^2 = (a+b)^2 \] \[= a^2 +2ab+b^2 \le a^2+2|a||b| + b^2\] \[ = a^2 +2ab+b^2 \] \[ = |a|^2+2|a||b| + |b|^2=(|a|+|b|)^2\] \[ \Rightarrow |a+b| <= |a| + |b|\]
For a more deep reference see here : http://en.wikipedia.org/wiki/Triangle_inequality#Normed_vector_space
sqrt((x+y)^2)<=sqrt(x^2)+sqrt(y^2)
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