2025-09-15

Linea Algebra Homework - Class 1

Linear Algebra Class1 Homework

T2

Going around a triangle from (0,0)(0,0) to (5,0)(5,0) to (0,12)(0,12) to (0,0)(0,0), what are those three vectors u,v,w\boldsymbol{u}, \boldsymbol{v}, \boldsymbol{w}? What is u+v+w\boldsymbol{u}+\boldsymbol{v}+\boldsymbol{w}? What are their lengths u\|\boldsymbol{u}\|, v\|\boldsymbol{v}\|, and w\|\boldsymbol{w}\|? The length squared of a vector u=(u1,u2)\boldsymbol{u} = (u_1, u_2) is u2=u12+u22\|\boldsymbol{u}\|^2 = u_1^2 + u_2^2.

{u=[50]v=[512]w=[012]u+v+w=0u=5v=13w=12\begin{gathered} \begin{cases} u=\begin{bmatrix} 5\\ 0\\ \end{bmatrix}\\ v=\begin{bmatrix} -5\\ 12\\ \end{bmatrix}\\ w=\begin{bmatrix} 0\\ -12\\ \end{bmatrix} \end{cases}\\ u+v+w=\boldsymbol{0}\\ \vert\vert u \vert\vert =5\\ \vert\vert v \vert\vert =13\\ \vert\vert w \vert\vert =12\\ \end{gathered}

T3

Describe geometrically (line, plane, or all of R3\mathbf{R}^3) all linear combinations of

  • (a) [123]\begin{bmatrix} 1 \\ 2 \\ 3 \end{bmatrix} and [369]\begin{bmatrix} 3 \\ 6 \\ 9 \end{bmatrix}
  • (b) [100]\begin{bmatrix} 1 \\ 0 \\ 0 \end{bmatrix} and [023]\begin{bmatrix} 0 \\ 2 \\ 3 \end{bmatrix}
  • (c) [200]\begin{bmatrix} 2 \\ 0 \\ 0 \end{bmatrix} and [022]\begin{bmatrix} 0 \\ 2 \\ 2 \end{bmatrix} and [223]\begin{bmatrix} 2 \\ 2 \\ 3 \end{bmatrix}
(a):

a line with direction vector [123]\begin{bmatrix} 1 \\ 2 \\ 3 \end{bmatrix}

(b):

a plane through the origin

(c):

all the 3d space

T5

If v+w=[51]\boldsymbol{v}+\boldsymbol{w} = \begin{bmatrix} 5 \\ 1 \end{bmatrix} and vw=[15]\boldsymbol{v}-\boldsymbol{w} = \begin{bmatrix} 1 \\ 5 \end{bmatrix}, compute and draw the vectors v\boldsymbol{v} and w\boldsymbol{w}.

v=[33]w=[22]\begin{gathered} v=\begin{bmatrix} 3 \\ 3 \end{bmatrix}\\ w=\begin{bmatrix} 2 \\ -2 \end{bmatrix}\\ \end{gathered}

T7

Compute u+v+w\boldsymbol{u}+\boldsymbol{v}+\boldsymbol{w} and 2u+2v+w2\boldsymbol{u}+2\boldsymbol{v}+\boldsymbol{w}. How do you know u,v,w\boldsymbol{u}, \boldsymbol{v}, \boldsymbol{w} lie in a plane? u=[123]v=[312]w=[231]\boldsymbol{u} = \begin{bmatrix} 1 \\ 2 \\ 3 \end{bmatrix} \quad \boldsymbol{v} = \begin{bmatrix} -3 \\ 1 \\ -2 \end{bmatrix} \quad \boldsymbol{w} = \begin{bmatrix} 2 \\ -3 \\ -1 \end{bmatrix} These lie in a plane because w=cu+dv\boldsymbol{w} = c\boldsymbol{u} + d\boldsymbol{v}. Find cc and dd.

u+v+w=02u+2v+w=[231]{c=1d=1\begin{gathered} u+v+w=0\\ 2u+2v+w=\begin{bmatrix} -2\\-3\\-1 \end{bmatrix} \\ \begin{cases} c=-1\\ d=-1 \end{cases} \end{gathered}

T11

If three corners of a parallelogram are (1,1)(1,1), (4,2)(4,2), and (1,3)(1,3), what are all three of the possible fourth corners? Draw those three parallelograms.

(4,0),(4,4),(2,2)(4,0),(4,4),(-2,2)

a triangle with another three outer vertices

T13

Review Question. In xyz space, where is the plane of all linear combinations of i=(1,0,0)\boldsymbol{i} = (1,0,0) and i+j=(1,1,0)\boldsymbol{i}+\boldsymbol{j} = (1,1,0)?

equal to the linear combination of i and j(j=(0,1,0)j=(0,1,0)).

so it's the plane xOy

T17

What combination c[12]+d[31]c\begin{bmatrix} 1 \\ 2 \end{bmatrix} + d\begin{bmatrix} 3 \\ 1 \end{bmatrix} produces [148]\begin{bmatrix} 14 \\ 8 \end{bmatrix}? Express this question as two equations for the coefficients c and d in the linear combination.

{14=1c+3d8=2c+1d    {c=2d=4\begin{cases} 14=1c+3d\\ 8=2c+1d \end{cases} \implies \begin{cases} c=2\\ d=4 \end{cases}

T19

Restricted only by c0c \ge 0 and d0d \ge 0 draw the "cone" of all combinations cu+dvc\boldsymbol{u}+d\boldsymbol{v}.

a angle that has the origin as the vertex(we should paint all the points between u and v black)

T23

If you look at all combinations of those u,v,w\boldsymbol{u}, \boldsymbol{v}, \boldsymbol{w}, is there any vector that can't be produced from cu+dv+ewc\boldsymbol{u} + d\boldsymbol{v} + e\boldsymbol{w}? Different answer if u,v,w\boldsymbol{u}, \boldsymbol{v}, \boldsymbol{w} are all in ______.

(1):no.

(2):a plane

Challange Problems

T24

How many corners (±1,±1,±1,±1)(\pm 1, \pm 1, \pm 1, \pm 1) does a cube of side 2 have in 4 dimensions? What is its volume? How many 3D faces? How many edges? Find one edge.

(1):every component of every vertex's coordinate has two value, so there are 24=162^4=16 vertices.

(2):volume: 24=162^4=16

(3):every 3d faces means a restriction of one component, so 42=84*2=8

(4):every edge means a restriction of three components, and the last component's two value represents two vertex it connects. so (43)23=32\binom{4}{3}2^3=32

T25

Find two different combinations of the three vectors u=(1,3)u = (1, 3) and v=(2,7)v = (2, 7) and w=(1,5)w = (1, 5) that produce b=(0,1)b = (0, 1). Slightly delicate question: If I take any three vectors u,v,wu, v, w in the plane, will there always be two different combinations that produce b=(0,1)b = (0, 1)?

(1)

w=3u+2v,b=2u+2vw=-3u+2v,b=-2u+2v.

so for each tt

{u=23tv=2+2tw=t\begin{cases} u=-2-3t \\ v=2+2t \\ w=-t \end{cases}

is a solution

(2)

No. eg: u=v=w=(1,0)u=v=w=(1,0)

Yes when there are two vectors in {u,v,w}\{u,v,w\} that are linearly dependent.

T26

The linear combinations of v=(a,b)v = (a, b) and w=(c,d)w = (c, d) fill the plane unless ________. Find four vectors u,v,w,zu, v, w, z with four nonzero components each so that their combinations cu+dv+ew+fzcu + dv + ew + fz produce all vectors in four-dimensional space.

(1)

k s.t. w=kv or u=0 or v=0\exists k \ s.t.\ w=kv \text{ or } u=0 \text{ or } v=0

(2)
{u=[1,1,1,2]v=[1,1,2,1]w=[1,2,1,1]z=[1,1,1,1]\begin{cases} u=[1,1,1,2]\\ v=[1,1,2,1]\\ w=[1,2,1,1]\\ z=[1,1,1,1]\\ \end{cases}

(do some elementary row operation on Identity Matrix)

T27

Write down three equations for c,d,ec, d, e so that cu+dv+ew=bcu + dv + ew = b. Write this also as a matrix equation Ax=bAx = b. Can you somehow find c,d,ec, d, e for this bb? u=[210]v=[121]w=[012]b=[100]u = \begin{bmatrix} 2 \\ -1 \\ 0 \end{bmatrix} \quad v = \begin{bmatrix} -1 \\ 2 \\ -1 \end{bmatrix} \quad w = \begin{bmatrix} 0 \\ -1 \\ 2 \end{bmatrix} \quad b = \begin{bmatrix} 1 \\ 0 \\ 0 \end{bmatrix}

{c=34d=12e=14\begin{cases} c=\dfrac{3}{4}\\ d=\dfrac{1}{2}\\ e=\dfrac{1}{4} \end{cases}