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Prove that if vectors are parallel they are dependent and if they are not parallel then they are independent

Let A, B \in \mathbb{R}^n be nonzero vectors.

  1. Prove that if A and B are parallel, then they are linearly dependent.
  2. Prove that if A and B are not parallel, then they are linearly independent.

  1. Proof. If A is parallel to B then we know there is some nonzero c \in \mathbb{R} such that B = cA. This implies B - cA =O. Thus, there is a nontrivial solution to the equation xA + yB = O; hence, A and B are linearly dependent. \qquad \blacksquare
  2. Proof. Suppose otherwise, that there are nonzero vectors A and B that are not parallel but that are linearly dependent. Since A and B are linearly dependent we know there is a nontrivial solution to the equation xA + yB = O. But then, we must have x,y (since if either x or y were zero we would have xA = O or yB = O, but neither A nor B are zero) non zero and so

        \[ xA + yB = O \quad \implies \quad A = \frac{-y}{x} B \]

    which implies A and B are parallel, a contradiction. \qquad \blacksquare

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