MATH125 Lecture Notes - Lecture 6: Cartesian Coordinate System, Triangle Inequality, Dot Product

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MATH125 Full Course Notes
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MATH125 Full Course Notes
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We note that in general case ||u+v|| = ||u||+||v||. However if we replace = by then the resulting inequality holds. The proof of this famous and important result the triangle inequality relies on another important inequality cauchy-schwarz inequality. We skip the proof of this theorem, but with its use it is easy to prove. For all vectors u, v in rn one has. ||u + v||2 = (u + v) (u + v) = u u + 2(u v) + v v. ||u||2 + 2|u v| + ||v||2. ||u||2 + 2||u|| ||v|| + ||v||2 (by cauchy-schwarz) The distance between two vectors in rn is the direct analogue of the distance between two points on the real line or two points in the. On the number line the distance between numbers a given two points a = (a1, a2) and b = (b1, b2) in the plane the distance.

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