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Vectors Geometrically, we interpret vectors as directed line segments. If P = (x1 , y1 , z1 ) and Q = (x2 , y2 , z2 ), then −−→ P Q = (x2 − x1 , y2 − y1 , z2 − z1 ), where x2 −x1 , y2 −y1 , and z2 −z1 are the components −−→ −−→ of P Q. The length of the vector P Q is p −−→ |P Q| = (x2 − x1 )2 + (y2 − y1 )2 + (z2 − z1 )2 . z 5 Q 4 P 3 2 1 1 O 1 2 2 3 4 5 x 1 3 4 5 y Example. Find the vector represented by the directed line segment with initial point A(2, −3, 4) and terminal point B(−2, 1, 1). Moreover, find the length of the vector. Solution. We have −−→ AB = (−2 − 2, 1 − (−3), 1 − 4) = (−4, 4, −3) and p √ −−→ 2 2 2 |AB| = (−4) + 4 + (−3) = 41. Two vectors are considered to be equal if these two vectors are parallel to each other and have the same direction and the same length. 2 Addition and Subtraction If u = (u1 , u2 , u3 ) and v = (v1 , v2 , v3 ) are two vectors, then u + v = (u1 + v1 , u2 + v2 , u3 + v3 ) u − v = (u1 − v1 , u2 − v2 , u3 − v3 ). In the following parallelogram ABCD, we have −−→ −−→ −−→ −−→ AB = DC and AD = BC. Moreover, −→ −−→ −−→ −−→ −→ −−→ AC = AB + AD and BC = AC − AB. D C A B 3 Scalar Multiplication If v = (v1 , v2 , v3 ) is a vector and c is a real number, then cv = (cv1 , cv2 , cv3 ). If c > 0, cv and v have the same direction. If c < 0, cv and v have opposite directions. Let u be a vector and v a nonzero vector. Then u is parallel to v if and only if there exists a real number t such that u = t v. 3v v -2v v 4 Algebraic Operations of Vectors Let u, v, and w be three vectors, and let b and c be two real numbers. Then we have u + v = v + u, (u + v) + w = u + (v + w), u + 0 = u, u + (−u) = 0, b(u + v) = bu + bv, (b + c)u = bu + cu, b(cu) = (bc)u, 1u = u. Example. Let u = (4, 0, 3) and v = (−2, 1, 5). Find u + v, u − v, 3v and 2u + 5v. Solution. We have u + v = (2, 1, 8), u − v = (6, −1, −2), 3v = (−6, 3, 15), and 2u + 5v = (8, 0, 6) + (−10, 5, 25) = (−2, 5, 31). 5 Unit Vectors Recall that the length of a vector u = (u1 , u2 , u3 ) is given by p |u| = u21 + u22 + u23 . For a real number c, we have |cu| = |c||u|. A unit vector is a vector whose length is 1. The three vectors i = (1, 0, 0), j = (0, 1, 0), k = (0, 0, 1) are called unit coordinate vectors. Any vector u = (u1 , u2 , u3 ) can be expressed as u = u1 i + u2 j + u3 k. 6 If a is a nonzero vector, then the unit vector in the direction of a is given by a u= . |a| Example. Find the unit vector in the direction of the vector a = 2i − j − 2k. Solution. We have p |a| = 22 + (−1)2 + (−2)2 = 3. The unit vector in the direction of a is a 2 1 2 u= = i − j − k. |a| 3 3 3 7