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Denote points on a line and in the plane, geometrically and algebraically. When is each view more useful?
Points on a line: use the real line.
Geometrically, a point P sits at a coordinate such as 23.
Algebraically, R={a:a real numbers} (bold R in the textbook). A point has a coordinate, e.g. P=23.
P∈R reads “P in R”, i.e. “P is an element/point in R”.
Points in the plane: use Cartesian (or rectangular) coordinates, i.e. the xy-plane.
Geometrically, a point has two coordinates, e.g. P=(1,2).
Algebraically, R2={(a,b):a,b both real numbers}.
P∈R2 means “P=(a,b) for some real numbers a,b”, e.g. P=(1,2)∈R2.
Takeaway: geometry is usually more intuitive, while algebra works better for computation.
Define a vector in the plane. Name its parts, its notation, and the formula for its length.
A vector in the plane has two points, P and Q.
P is the initial point / tail / basepoint.
Q is the terminal point / head / tip.
It is denoted PQ or v.
The length (magnitude) of v is the distance from P to Q, written ∥PQ∥.
Formula: if P=(a1,b1) and Q=(a2,b2), then
∥v∥=∥PQ∥=(a2−a1)2+(b2−b1)2
Notes’ example: P=(−1,2), Q=(2,1), v=PQ.
What is a position vector? How is it written, and what is the zero vector?
Special case: P=O (the origin), so v=OQ. A vector starting at O is a position vector.
For Q=(a,b)∈R2, write OQ=⟨a,b⟩. Example: Q=(2,2).
If Q=O, then OO=⟨0,0⟩ is denoted 0.
Notation pitfall: the letter O is for the origin, and 0 is the number zero (as a vector).
Define parallel vectors and equivalent vectors. What is the key fact about vectors based at the origin?
Parallel: two vectors v,w of non-zero length are parallel if the lines through them are parallel. Parallel vectors have either the same or opposite directions.
Equivalent: v,w are equivalent if they have the same length and same direction. Then w is a translation of v.
★ Key fact: every vector v is equivalent to a unique vector based at the origin.
How do you compute the components of PQ, and how is PQ written?
If P=(a1,b1) and Q=(a2,b2), then PQ is equivalent to OR=⟨a2−a1,b2−b1⟩.
a2−a1 is the x-component and b2−b1 is the y-component.
Notes’ example: P=(−1,2), Q=(1,1), R=(2,−1), so PQ is equivalent to OR.
In most applications only length and direction matter, so components are sufficient.
★ Writing rule: with a=a2−a1 and b=b2−b1,
PQ=⟨a,b⟩
Define the negative, addition and subtraction of vectors, geometrically and algebraically.
Negative −v:
Geometric: same length as v, opposite direction.
Algebraic: if v=⟨a,b⟩, then −v=⟨−a,−b⟩.
Addition v+w:
Geometric: move w to w′ so the tail of w′ is the head of v. The head of v+w is the head of w′.
Example: if v=PQ and w=QR, then v+w=PR.
Algebraic: if v=⟨a,b⟩ and w=⟨c,d⟩, then v+w=⟨a+c,b+d⟩.
Subtraction:
Geometric: v−w=v+(−w).
Algebraic: v−w=⟨a−c,b−d⟩.
Define scalar multiplication and state the length formula and the direction rules.
For v=⟨a,b⟩ and λ∈R: λv=⟨λa,λb⟩.
Geometrically, λv is parallel to v with length ∣λ∣∥v∥.
If λ>0: same direction as v.
If λ<0: opposite direction.
Notes’ examples: 2v and −3v.
Length formula: ∥λv∥=∣λ∣∥v∥.
State the basic properties (laws) of vector operations.
Commutative law: v+w=w+v.
Associative law: u+(v+w)=(u+v)+w.
Distributive law for scalars: λ(v+w)=λv+λw.
What are i and j, and how do you write any plane vector as a linear combination of them?
i=⟨1,0⟩ and j=⟨0,1⟩.
Any v=⟨a,b⟩ satisfies
v=⟨a,0⟩+⟨0,b⟩=a⟨1,0⟩+b⟨0,1⟩=ai+bj
We say v can be written as a linear combination of i,j.
Define a general linear combination. When is every vector one, and why?
A linear combination of v,w has the form rv+sw for some r,s∈R.
Claim: if v,w are both non-zero and not parallel, then any u is a linear combination of v,w.
Proof from the notes:
Write v=OP, w=OQ, u=OR.
Draw a line through R parallel to OQ, meeting line OP at S.
Then OR=OS+SR, with OS∥OP and SR∥OQ.
So there are r,s∈R with OS=rOP and SR=sOQ.
Hence OR=rOP+sOQ, i.e. u=rv+sw.
What is a unit vector? Give its general form and the formula for the unit vector in the direction of v.
A unit vector has length 1. Its endpoint is on the unit circle {(a,b):a2+b2=1}.
It has the form eθ=⟨cosθ,sinθ⟩.
For any non-zero v, ev is the vector with the same direction as v and length 1:
ev=∥v∥1v
State the Triangle Inequality and its equality condition.
Theorem: for any two vectors v,w,
∥v+w∥≤∥v∥+∥w∥
Equality holds only if v=0, or w=0, or w=λv for λ>0.
Prove the Triangle Inequality, and explain every equality case.
Setup: write v=PQ and w=QR, so v+w=PR. The formula becomes the distance inequality ∥PR∥≤∥PQ∥+∥QR∥.
If P,Q,R form a triangle: the inequality of triangles is strict, ∣PR∣<∣PQ∣+∣QR∣ (no equality).
If P,Q,R do not form a triangle, either two points are equal:
P=Q: v=0, equality.
Q=R: w=0, equality.
P=R: 0≤∣PQ∣+∣QP∣, which is not an equality in general.
Or they lie on the same line: equality iff Q is between P and R, i.e. ∣PR∣=∣PQ∣+∣QR∣. Then v,w are parallel with the same direction, so there is λ>0 with w=λv.