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This resource explores the fundamental concepts of vectors, their properties, and operations such as addition and subtraction. Discover key definitions, including magnitude, direction, and unit vectors, as we delve into the parallelogram rule for vector addition and scalar multiplication. Learn about the representation of vectors in coordinate systems and the equation of lines in space through parametric equations. Through examples and proofs, understand how to apply these principles in various mathematical contexts.
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Vectors • Vectors -- relay information about magnitude and direction. • Ex. Velocity: 12 mph to NE • Head of vector: terminal point • Tail of vector: initial point • Vectors will be bold: u,v • Magnitude is ||u||, will be illustrated by length of vector • Vectors are equal iff they have same direction and same magnitude • 0 is zero vector iff magnitude is 0
Vectors (continued) • v and u are parallel if they have the same or opposite direction uvw • U = -v since same magnitude and opp. direction
Vector Addition • If I ride my bike to school, I have 2 routes. One takes me 2 miles East and then 1/2 mile north. The other takes me 1/2 mile north, then 2 miles east. Draw diagrams representing the total displacement in each case.
Vector Addition (continued) • Parallelogram Rule: To find u + v, we draw u and v starting at the same point P. Then draw the parallelogram of which these two vectors are two sides. The diagonal from P will be the resultant vector. • Note that u + v = v + u
Vector subtraction • u - v = u + (-v) • v • -v u • u - v • Also, x + v = u • Implies u-v = x • So we find x such u x = u-v • That x+v = u • v
Vector Properties • u+ v = v + u • u + (v + w) = (u + v) + w (illustrate them) • v + 0 = v • v + (-v) = 0
Proving properties in Geometry • Show that diagonals of parallelogram bisect each other. • ABCD will be parallelogram. B C • E is the intersection of the diagonals M,E • M is the midpoint of AC A D • Just need to show that BM=MD (vectors) • same direction means M is on BD so M = E • same magnitude means that M = E is midpoint of MD
continued • AM = MC (vectors) since M is midpoint • BA = CD (vectors) since parallelogram • BM = BA + AM (by par rule) • = CD + MC (from above) • = MC + CD • = MD (by par rule) • B C • M,E • A D
Scalar Multiplication • a is a real number. av is a vector such that: • ||av|| = |a| ||v|| • Direction of av is: • The same as v if a > 0 and v≠ 0 • No direction if a = 0 or v = 0 • Opposite of v if a < 0 and v ≠ 0 • A vector of magnitude 1 is called a unit vector
Helpful property • Often, we will need to be able to find a unit vector in the direction of a given vector, v: • show that this is true. • this is clearly a scalar times v, so same direction
Theorem 1-Properties of vectors • u+ v = v + u • u + (v + w) = (u + v) + w (illustrate them) • v + 0 = v • v + (-v) = 0 • 1u = u • a(bu) = (ab)u • (a + b)u = au + au • a(u + v) = au + av
Coordinates • Position vector of a point, P, in R3 is the vector p = OP from the origin to P. If P = P(x,y,z) then p = (x,y,z) • X,y,z are the X,Y,Z components of p. • If P = P(x,y) is in R2, then p = (x,y) • Coordinate Vectors -- unit vectors along the axes i = (1,0,0) j = (0,1,0) k = (0,0,1)
Expressing vectors w/ coordinate vectors • P (x,0,0) ==> p = xi ||p|| = ||xi|| = |x| ||i|| = |x| Direction is clearly along x axis as in point P • xi = (x,0,0) • yj = (0,y,0) • zk = (0,0,z) • Show v = xi + yj + zk
Theorem 2 • u = (x,y,z) and u1 = (x1,y1,z1) • u = u1 iff x = x1, y = y1, and z = z1 • u + u1 = (x+x1, y+y1,z+z1) • au = (ax,ay,az) for a scalar a • u - u1 = (x-x1,y-y1,z-z1) To prove 2,3,4, start as sum,diff,scalar mult of unit vectors Properties in R2 are analogous
Example u = (2,3,-1), v = (0,3,2) Find 3u - 2v = 3(2,3,-1) - 2(0,3,2) = (6,9,-3) - (0,6,4) = (6,3,-7)
Theorem 3 • P1 = (x1,y1,z1), P2 = (x2,y2,z2) P1 • the vector from P1 to P2 is: p2-p1 • P1P2 = (x2 - x1, y2 - y1, z2 - z1) p1 • p2 P2 • Proofp1 = (x1,y1,z1), p2 = (x2,y2,z2) • P1P2 = p2- p1 based on the figure • = (x2-x1,y2-y1,z2-z1) based on Theorem 2
Example Proof Prove that the midpoint of P1=(x1,y1,z1) and P2=(x2,y2,z2) is P1 p1 P p P2 p2 P1P = 1/2(P1P2) P1P2 = p2 - p1 p = p1 + P1P = p1 + 1/2(p2 - p1) = 1/2(p1 + p2) = 1/2 (x1+x2,y1+y2,z1+z2)
Lines in space • Direction vector -- any nonzero vector that is parallel to a given line. For any given line, there is an infinite number of direction vectors
Lines (cont) • Vector equation of a line-- the line parallel to d ≠ 0 through the point with position vector p0 is given by p = p0 + td for some scalar t. So, the point with position vector p is on the line iff a real number t exists such that p = p0 + td P0 P d p0 p
Lines (cont) • In component form: • (x,y,z) = (x0,y0,z0) + t(a,b,c) If we then set components equal we get: • Parametric equations The line through P0 (x0,y0,z0) w/ direction vector d=(a,b,c) ≠ 0 is x = x0 + ta y = y0 + tb z = z0 + tc
Linear Equations • Recall that if AX = B, and if A is invertible (det A ≠ 0), then • X = A-1B So...
Examples • Find the equations of the line through the points P0(1,2,3) and P1(-1,3,-2) • Find d = P0P1 • Use one of the points for P0 in par equations • Find the equations of the line through P0(2,1,-2) parallel to line w/ equations x = 2 +3t , y = -2 - t, z = 1 - 2t • Find d from par equations given • Use d for d in new case (since parallel)
Examples • Find the point of intersection of the following lines (if one exists). x = 2-2t x=1-s • y= 2-3t y = 2+s • z = 1+2t z = 3 -s • Set x’s equal, y’s equal and z’s equal • Determine whether any point satisfies all 3 equations
Note Interesting example proof on p. 153 proving the point slope form of an equation of a line.