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Linear study sheet for review and
Typology: Summaries
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Linear
Study
Pro
Perp
Criteria
for
Invertibility
Odistance
x̅
line l
Transformations
x projix
x E
I
it.fi
n
iaiis
oinotred
ftp.mitinatcs
niiiiit.in
iinnoo.Rn
n
entriespervector
input
vectorhas
components
Y rank linind
cols
in
aff
pronents
if
Éf
rank
dimicola
Ex
b
3vectorsinRZlin.in
R
has dim2so
basis must
Ég
É
ftp.r
g.arequttofindT
Y Colspace vs Rowspace
have
2 linind
vectors
p
it
EE
fegtmatrix
Rowspace
Feine
dims
317 9
nutmatter
planedimz
point
dime
Eigenvaluesand
Vectors Orthogonal
Orthonormal
orthogonal
compotrowspace
nulla
Rank
ROWAY
nulla
rattan'IPlts
e cos
i
Éi
me
inverse
IE
ai
i
ii
État
RREEIIA.EEE
i iis
iiitistsi
like
b.li
D
diagonal
entries critical
pts
inflection
p
eigenvectors
if
j
pen
fbial.ba c
OR
C
B
I
Pen
Rnvs.dim.PE
eaEf nq
i'bastime
complactor
aim
linina
vectors
alg.mu
t
7imesXisroot repeated
Inverse
w
cot
linind not
multiples
geo.mu't
lin indeigen
vectors
itge
aEsq beY.pt
diagonizable
dimirow nonzerorows
pirotro
comfy.fi
jtlA
it 7 0 Not
invertible
citxo.aeta.es
Gs
n
ligi
fi
Et
i
Aj
EIEitmaies
orthog
basis
cansimplify
sina.nl
b
ta
Equations
Least
squares
CATAMATB
Y
ay
by
O landcoeff
y
pixly't qulygex
alt
ATAATB x̅
var of
parameters it deto
Nosolorintsol
check
it
Iii c s
over
13
cosbxCasinbx
111
RankNullity
Thm
Rank
A nullityA
mmiihffigi.fi
o
saimeouaitaminua.sn
mxnnicol
dima
notexactfind u
and
multiplyeau
II.EE
i
i
ig
iton
Init
RREF
first
y
tplx
y
qlx
y
O
red
order
9
LY
Hisnnw
orthonormal
cols
rows
orthon
μÉ É
spesax
Abel
them
wit withes
p't
II
iEx
I
I
y
tay
by
fix
find
yeusingund.co
eff
Order
Linearity
Order
1
Tedx
tape't
ex
y
2ndorder
tslaotitacttazle.tt
linear actsy tailtlyita.lt
get
m
e
got
p yc
my
first
pawonly
coett
only
7
yp
must
linindfromye
getonly
depends
e's.in
at
y.LI
Study
inv
inversematrex
2 2
LetEat square
dettoxt
compute
I
ranka
inanity
pÉÉ
2
p
ui
matrix
squares
linindrowsko's
1
Ax
bunique
3
find
adjla
CT
4
adj
a
a ifdet.io nosolofasa
tht.tt
sint
check
Atalb
dimrowlas
p 632
a
inconsient
mosol rowspace
rank linindrows
free var
asol
nullity
GS orthogonal
basis
RMRank
Change
of
Basis
coordinates
az.az
u
Rn
n
entries
vector
Pen
bilobate
03 93
E.kz
9
v
Rank finind cols pivot
C B
I
Basis w respectto
coordinates
A
QR R
ex
b
ex.tt
fi
i'jt
j
s
orthonormal
lit
vectors
v
vzv3lb
Rhukasalem
inb
si
vect
eigenvalues
vectors
ryg.IE
q
etiiYhas
iti
v X
Flininduectors
multiples
ÉÉÉfÉesute.int
cg
Yaba.totindtlY
dimRow
noneerorows
It
Aa.fi
1
oex
line
dime
plane
dimz
E
p
PDP
1
Rank
Nullity
diagonal
entries
Rankla
nullity
P eigenvectors
dimcolla diminula
n
null a
XI Amxnn co n
ff.ge efg
anauiopa
tatimes
colspacevRowspace
alg
mult xis
root repeated
1
col
space
geo
must
linindeigenvectorslie.inllspacer
cols w pivot
geo alg
notdiagonizable
maybe inv must
go
back
og
matrix
7
0 not inv
det
o
0 2
rowspace
nonzero
rows
Orthogonal
Orthonormal
orthog
comp
null
dim
d
dimle
n
Howald
4
9ergileforor.ie
rows
orthonormal
EUY.ifxyIEYI.it
Study
Guide
e's'pFxia y
ay
by
fix
find
ye
y Sugix
find
yp
resonance zs
y
tay by
0 undcoff
by
checking
overlap
w
ye
yplinindfromy.is
main
mean
uz.SE
Ffe
findin factoru
Order
linearity
Solve
order
y
F
Smacx
ex
y
2nd
order
Fy
find h
ly
Linear
altly
az
t
y g
t
integrate
get hly
y
y y
power
coeff
y
are
functions
terms
only
y
pixly qlx
y
o redorder
age
is
function
only
in
terms
of
given
y
find
yz
yiy.se
W
x
Wixpetplxdx
Particular
Solutions
es
Ae
sinyx Be
cos4x
lax'tBxC
casux
Dx Ex
sinux
exsinax
Q var of
par
sec
tan