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Quadratics
Shawn Godin
Cairine Wilson S.SOrleans, ON
October 14, 2017
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 1 / 110
Binary Quadratic Form
A form is a homogeneous polynomial, that is a polynomial where eachterm has the same degree.
Specifically, a binary quadratic form is a homogeneous polynomial in twovariables of degree 2, that is a polynomial of the form
f (x , y) = ax2 + bxy + cy2.
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 2 / 110
Number Systems: In the Beginning
Natural numbers, N = {1, 2, 3, . . . }Whole numbers, W = {0, 1, 2, 3, . . . }
closed under addition (i.e. if x , y ∈ N then (x + y) ∈ N),not closed under subtraction (for example 2− 5 6∈ N),closed under multiplication,
not closed under division
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 3 / 110
Number Systems: Linear Equations ax + b = 0
N – closed under + and ×, not under − and ÷W – closed under + and ×, not under − and ÷Integers, Z = {. . . ,−2,−1, 0, 1, 2, . . . }
closed under addition,
closed under subtraction,
closed under multiplication,
not closed under division
not all equations ax + b = 0, with a, b ∈ Z have solutions in Z
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 4 / 110
Groups
A group is a collection of elements, G , along with a binary operator, ⊕,that satisfy the following conditions:
G is closed under ⊕ (i.e. if x , y ∈ G then x ⊕ y ∈ G ),
⊕ is associative, that is for x , y , z ∈ G , x ⊕ (y ⊕ z) = (x ⊕ y)⊕ z ,
there exists a element,e, called the identity such that for any x ∈ G ,e ⊕ x = x ⊕ e = x ,
each x ∈ G has an inverse, denoted x−1, that satisfiesx ⊕ x−1 = x−1 ⊕ x = e.
A group in which ⊕ is also commutative, that is for all x , y ∈ G we havex ⊕ y = y ⊕ x , is called an Abelian group.
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 5 / 110
Some Abelian Groups
The following are all Abelian groups:
If G is any of the sets: Z, Q, R, or C with regular addition. Theidentity is 0 and the inverse of an element x is its negative −x .
If G is any of the sets: Q \ {0}, R \ {0}, or C \ {0} with regularmultiplication, ×. The identity is 1 and the inverse of an element x isits reciprocal 1x .
If G is the integers modulo n, Zn, with addition modulo n. Theidentity is 0 and the inverse of an element is its additive inversemodulo n.
If G is Zp \ {0}, for some prime p, with multiplication modulo p. Theidentity is 1 and the inverse of an element is its multiplicative inversemodulo n.
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 6 / 110
A Non-Abelian Group: The Symmetries of an EquilateralTriangle
An equilateral triangle has 6 symmetries: counterclockwise rotationthrough 120◦ (r1) or 240
◦ (r2), reflection in an axis of symmetry (`1), (`2),or (`3) and do nothing (or rotate through 360
◦) (e).
`1
`2 `3
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 7 / 110
Composition of Symmetries
Transformations can be combined using composition. a ◦ b means to dotransformation b then transformation a. Composing any two symmetriesresults in another symmetry. For example `1 ◦ `2 yields
`1
`2 `3
−→̀2
`1
`2 `3
−→̀1
`1
`2 `3
which is the same as r1
`1
`2 `3
−→r1
`1
`2 `3
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 8 / 110
Composition of Symmetries
Yet when we calculate `2 ◦ `1 we get
`1
`2 `3
−→̀1
`1
`2 `3
−→̀2
`1
`2 `3
which is the same as r2
`1
`2 `3
−→r2
`1
`2 `3
Thus `1 ◦ `2 = r1 6= r2 = `2 ◦ `1, so composition is not commutative.
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 9 / 110
Composition of Symmetries
Using G = {e, r1, r2, `1, `2, `3} and ⊕ = ◦ forms an non-Abelian groupcalled the dihedral group of order 6, D6.
◦ e r1 r2 `1 `2 `3e e r1 r2 `1 `2 `3r1 r1 r2 e `3 `1 `2r2 r2 e r1 `2 `3 `1`1 `1 `2 `3 e r1 r2`2 `2 `3 `1 r2 e r1`3 `3 `1 `2 r1 r2 e
Table: Table of composition of symmetries
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 10 / 110
Number Systems: Linear Equations ax + b = 0
N – closed under + and ×, not for − and ÷W – closed under + and ×, not for − and ÷Z – closed under +, − and ×, not ÷, (Z,+) is a groupRational numbers, Q =
{ab |a, b ∈ Z, b 6= 0
}closed under addition,
closed under subtraction,
closed under multiplication,
closed under division
all equations ax + b = 0, with a, b ∈ Q have solutions in Q(Q,+) and (Q \ {0},×) are groups
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 11 / 110
Rings and Fields
A ring is a collection of elements, R, along with two binary operators, ⊕and �, that satisfy the following conditions:
R is closed under both ⊕ and �,(R,⊕) is an Abelian group,� is associative,the distributive laws hold, that is for all x , y ∈ R we have
(x ⊕ y)� z = (x � z) + (y � z)
andx � (y ⊕ z) = (x � y)⊕ (x � z)
A ring is called commutative if � is also commutative. A ring is said tohave an identity (or contain a 1) if there is an element 1 ∈ R such that1× a = a× 1 = a for all a ∈ R.A field is a commutative ring with identity in which all non-zero elementshave a multiplicative inverse.Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 12 / 110
Number Systems: Linear Equations ax + b = 0
N – closed under + and ×, not for − and ÷W – closed under + and ×, not for − and ÷Z – closed under +, − and ×, not ÷, (Z,+) is a group, (Z,+,×) is a ringRational numbers, Q =
{ab |a, b ∈ Z, b 6= 0
}closed under addition,
closed under subtraction,
closed under multiplication,
closed under division
all equations ax + b = 0, with a, b ∈ Q have solutions in Q(Q,+) and (Q \ {0},×) are groups, (Q,+,×) is a ring, Q is a field
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 13 / 110
Measurement: The Square
s
A = s2
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 14 / 110
The Perfect Squares
1
11
21
31
41
51
61
71
81
91
2
12
22
32
42
52
62
72
82
92
3
13
23
33
43
53
63
73
83
93
4
14
24
34
44
54
64
74
84
94
5
15
25
35
45
55
65
75
85
95
6
16
26
36
46
56
66
76
86
96
7
17
27
37
47
57
67
77
87
97
8
18
28
38
48
58
68
78
88
98
9
19
29
39
49
59
69
79
89
99
10
20
30
40
50
60
70
80
90
100
1 4 9
16
25
36
49
64
81
100
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 15 / 110
Consecutive Squares
02 + 1 = 1 = 12
12 + 3 = 4 = 22
22 + 5 = 9 = 32
32 + 7 = 16 = 42
42 + 9 = 25 = 52
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 16 / 110
Squares as Sums of Odd Numbers
Thus
1 = 12
1 + 3 = 22
1 + 3 + 5 = 32
....
1 + 3 + 5 + · · ·+ (2n − 1) = n2
....
Note
n2 − (n − 1)2 = n2 − (n2 − 2n + 1)= 2n − 1
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 17 / 110
The Geoboard Problem
How many different areas of squares are possible on an 11× 11 pingeoboard?
16
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 18 / 110
The Geoboard Problem
1, 4, 9, 16, 25, 36, 49, 64, 81, 100
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 19 / 110
The Geoboard Problem
2, 8, 18, 32, 50 = 2× 1, 2× 4, 2× 9, 2× 16, 2× 25
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 20 / 110
The Geoboard Problem
A square with area of 13 square units.
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 21 / 110
The Geoboard Problem
A square with area of 13 square units.
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 22 / 110
The Geoboard Problem
A square with area of 13 square units.
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 23 / 110
The Geoboard Problem
A square with area of 13 square units.
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 24 / 110
The Geoboard Problem
A square with area of 13 square units.
c
a
b
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 25 / 110
The Pythagorean Theorem
If ABC is a right angled triangle with legs a and b, and hypotenuse c
C
A
Ba
bc
thena2 + b2 = c2
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 26 / 110
Visual Proof of the Pythagorean Theorem
a2
b2c2
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 27 / 110
Measurement: The Square Revisted
s
A = s2
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 28 / 110
Measurement: The Square Revisited
s =√A
A
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 29 / 110
What About√
2?
1
1
√2
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 30 / 110
Continued Fraction Proof of Irrationality of√
2
A little algebraic manipulation yields
√2 = 1 + (−1 +
√2)
= 1 + (−1 +√
2)
(1 +√
2
1 +√
2
)= 1 +
1
1 +√
2
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 31 / 110
Continued Fraction Proof of Irrationality of√
2
Now we can substitute our expression into itself
√2 = 1 +
1
1 +√
2
= 1 +1
1 + 1 + 11+√
2
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 32 / 110
Continued Fraction Proof of Irrationality of√
2
and again . . .
√2 = 1 +
1
1 +√
2
= 1 +1
2 + 11+√
2
= 1 +1
2 + 11+1+ 1
1+√
2
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 33 / 110
Continued Fraction Proof of Irrationality of√
2
√2 = 1 +
1
2 + 12+ 1
2+ 1
2+ 12+···
The convergents are
1
1,
3
2,
7
5,
17
12,
41
29,
99
70,
239
169,
577
408,
1393
985, · · ·
Note that
√2 = 1.41421 . . .
99
70= 1.41428 . . .
141
100= 1.41
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 34 / 110
Hurwitz’s Theorem
For every irrational number α there are infinitely many relatively primeintegers m and n such that ∣∣∣α− m
n
∣∣∣ < 1√5 n2
.
The convergents of the continued fraction expansion of α satisfy Hurwitz’stheorem.
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 35 / 110
Number Systems: Polynomial Equations
N – closed under + and ×, not for − and ÷W – closed under + and ×, not for − and ÷Z – closed under +, − and ×, not ÷; (Z,+) is a group, (Z,+,×) is a ringQ – closed under +, −, ×, and ÷; (Q,+) and (Q \ {0},×) are groups,(Q,+,×) is a ring, Q is a field. Some convergent sequences have limitoutside Q. Some polynomials not solvable.Real numbers, R
closed under addition,
closed under subtraction,
closed under multiplication,
closed under division,
(R,+) and (R \ {0},×) are groups, (R,+,×) is a ring, R is a field,all convergent sequences in R has limit in R,all equations ax + b = 0, with a, b ∈ R have solutions in R,many polynomials (not all) “unsolvable” in Q, are solvable in R.
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 36 / 110
The Quadratic Polynomial f (x) = ax2 + bx + c
Consider the polynomial function
f (x) = ax2 + bx + c, a, b, c ∈ R, a 6= 0
then it is well known that the equation f (x) = 0 has solutions
x =−b ±
√b2 − 4ac
2a.
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 37 / 110
The Discriminant
The discriminant, Dn, of the degree n polynomial function
f (x) = anxn + an−1x
n−1 + · · ·+ a2x2 + a1x + a0, ai ∈ R
is a function of the coefficients Dn(a0, a1, . . . , an) such that
Dn(a0, a1, . . . , an) = 0 if and only if f has at least one multiple root,
if Dn(a0, a1, . . . , an) < 0 then f has some non-real roots,
if f has n distinct real roots then Dn(a0, a1, . . . , an) > 0.
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 38 / 110
The Discriminant of a Quadratic Polynomial
In particular, for the quadratic polynomial
f (x) = ax2 + bx + c, a, b, c ∈ R, a 6= 0
the discriminant is D = b2 − 4ac, where
if D > 0 then f has two distinct real roots,
if D = 0 then f has a repeated real root,
if D < 0 then f has no real roots,
if D is a perfect square, then f has two distinct rational roots and fcan be factored into two linear factors with rational or integercoefficients.
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 39 / 110
The Polynomial f (x) = x2 + 1
Consider the polynomial f (x) = x2 + 1, its roots are the solution to theequation
x2 + 1 = 0
x2 = −1
for which there are no real roots.
Note: a = 1, b = 0, c = 1 so D = 02 − 4(1)(1) = −4.
Thus there are degree n polynomials with real coefficients that do nothave n real roots (counting multiplicities).
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 40 / 110
The Complex Numbers C
If we define a number number i , the imaginary unit, such that
i2 = −1
then we can define a new number system
C = {a + bi |a, b ∈ R}
called the complex numbers.
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 41 / 110
Number Systems: Polynomial Equationsanx
n + an−1xn−1 + · · ·+ a2x2 + a1x + a0 = 0
N,W – closed under + and ×, not for − and ÷Z – closed under +, − and ×, not ÷; (Z,+) is a group, (Z,+,×) is a ringQ – is a field; some convergent sequences have limit outside Q; somepolynomials not solvable.R – is a field; all convergent sequences have limit in R; some polynomialsnot solvable.Complex numbers, C
is a field,
all convergent sequences in C has limit in C,all polynomial equations anx
n + an−1xn−1 + · · ·+ a2x2 + a1x + a0 = 0,
with ai ∈ C have n solutions in C (counting multiplicities).
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 42 / 110
The Graph of a Quadratic Function
The graph with equation y = ax2 + bx + c is a parabola
x
y
y = ax2 + bx + c
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 43 / 110
Conic Sections
Consider the double cone sliced by various planes.
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 44 / 110
Conic Sections
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 45 / 110
The Circle
A circle is the locus of points that are a fixed distance, called the radiusof the circle, from a fixed point called the centre of the circle.
radius
centre
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 46 / 110
The Ellipse
An ellipse is the locus of points such that the sum of the distances to twofixed points, called the foci (singular focus), is a constant.
major axis
minor axis
P PF1 + PF2 = constant
focusF1
focusF2
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 47 / 110
The Parabola
A parabola is a locus of points such that the distance from a point on theparabola to a fixed point, called the focus, is equal to the distance to afixed line, called the directrix.
PF = PD
directrix D
focusF
P
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 48 / 110
The Hyperbola
A hyperbola is the locus of points such that the difference of thedistances to two fixed points, called the foci, is a constant.
major axis
minor axisP
focus
F1
focus
F2
|PF1 − PF2| = constantasymptote asymptote
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 49 / 110
Equations of Conic Sections
The equationAx2 + Bxy + Cy2 + Dx + Ey + F = 0
describes a (possibly degenerate) conic section.
The discriminant D = B2 − 4AC tells us the conic is
an ellipse if D < 0 (and a circle if A = C and B = 0),
a parabola if D = 0,
a hyperbola if D > 0.
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 50 / 110
Binary Quadratic Form
A form is a homogeneous polynomial, that is a polynomial where eachterm has the same degree.
Specifically, a binary quadratic form is a homogeneous polynomial in twovariables of degree 2, that is a polynomial of the form
f (x , y) = ax2 + bxy + cy2.
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 51 / 110
The Discriminant of a Binary Quadratic Form
Multiplying the binary quadratic form
f (x , y) = ax2 + bxy + cy2
by 4a and completing the square yields
4af (x , y) = 4a2x2 + 4abxy + 4acy2
= (2ax)2 + 2(2a)(by) + (by)2 − (by)2 + 4acy2
= (2ax + by)2 − (b2 − 4ac)y2
= (2ax + by)2 −∆y2
where ∆ = b2 − 4ac is called the discriminant.
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 52 / 110
Properties of the Discriminant of a Binary Quadratic Form
Since∆ = b2 − 4ac
we have
∆ ≡ b2 − 4ac (mod 4)≡ b2 (mod 4)
and hence ∆ ≡ 0, 1 (mod 4).
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 53 / 110
Existence of a Form with a Given Discriminant
If ∆ ≡ 0 (mod 4) then ∆4 is an integer, and
x2 −(
∆
4
)y2
is a binary quadratic form with discriminant ∆.
Similarly, if ∆ ≡ 1 (mod 4) then ∆−14 is an integer, and
x2 + xy −(
∆− 14
)y2
is a binary quadratic form with discriminant ∆.
Hence, for every ∆ ≡ 0, 1 (mod 4) there exists at least one binaryquadratic form with discriminant ∆.
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 54 / 110
Existence of a Form with a Given Discriminant: Examples
Some binary quadratic forms with given discriminant:
Case 1: ∆ ≡ 0 (mod 4)
if ∆ = 20: x2 −(
20
4
)y2 = x2 − 5y2,
if ∆ = −44: x2 −(−44
4
)y2 = x2 + 11y2,
Case 2: ∆ ≡ 1 (mod 4)
if ∆ = 5: x2 + xy −(
5− 14
)y2 = x2 + xy − y2,
if ∆ = −11: x2 + xy −(−11− 1
4
)y2 = x2 + xy + 3y2.
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 55 / 110
Representation of n by a Binary Quadratic Form
We say that a binary quadratic form
f (x , y) = ax2 + bxy + cy2
represents an integer n, if there exists integers x0 and y0 such that
f (x0, y0) = n.
If gcd(x0, y0) = 1 then the representation is called proper, otherwise it iscalled improper.
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 56 / 110
Representation Problems
The following representation problems are of interest:
Which integers do the form f represent?
Which forms represent the integer n?
How many ways does the form f represent the integer n?
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 57 / 110
Types of Binary Quadratic Forms
A binary quadratic form f (x , y) = ax2 + bxy + cy2 can be one of threetypes.
Indefinite if f takes on both positive and negative values. Thishappens when ∆ > 0.
Semi-definite if f (x , y) ≥ 0 (positive semi-definite) or f (x , y) ≤ 0(negative semi-definite) for all integer values of x and y . Thishappens when ∆ ≤ 0.
Definite if it is semi-definite and the only solution to f (x , y) = 0 isx = y = 0. This happens when ∆ < 0 and thus a and c have thesame sign. Thus we can have positive definite (if a, c > 0) ornegative definite (if a, c < 0) forms.
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 58 / 110
Improper Representation
Suppose that n is represented by (x0, y0) with gcd(x0, y0) = d > 1, thenx0 = dX and y0 = dY for some integers X and Y with gcd(X ,Y ) = 1.Thus
f (x0, y0) = n
ax20 + bx0y0 + cy20 = n
a(dX )2 + b(dX )(dY ) + c(dY )2 = n
d2(aX 2 + bXY + cY 2) = n
which implies that d2 | n, and f properly represents nd2
.
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 59 / 110
Example of Proper and Improper Representation
Consider the binary quadratic form
f (x , y) = x2 + y2
then x = 7, y = 1 is a proper representation of 50 since
f (7, 1) = 72 + 12 = 50
and gcd(1, 7) = 1, yet x = y = 5 is an improper representation of 50 since
f (5, 5) = 52 + 52 = 50
and gcd(5, 5) = 5 = d > 1. Hence d2 = 25 | 50, so x = y = 55 = 1 is aproper representation of 5025 = 2 as
f (1, 1) = 12 + 12 = 2.
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 60 / 110
Solution Set to x2 + y 2 = 50
x
y
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 61 / 110
Solution Set to x2 + y 2 = 50
x
y
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 62 / 110
Solution Set to x2 + y 2 = 50
x
y
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 63 / 110
Solution Set to x2 + y 2 = 50
x
y
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 64 / 110
Solution Set to x2 + y 2 = 50
x
y
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 65 / 110
Solution Set to x2 + y 2 = 50
x
y
x2 + y2 = 2
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 66 / 110
Forms Representing 0
If ∆ is a perfect square, or 0, then√
∆ is a positive integer and
4af (x , y) = (2ax + (b +√
∆)y)(2ax + (b −√
∆)y).
Thus our form is factorable, and so f (x , y) = 0 has many solutions.
If ∆ is a not perfect square, nor 0, then the only solution to f (x , y) = 0 isx = y = 0.
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 67 / 110
Examples of Forms Representing 0
If ∆ = 16 = 42, then
f (x , y) = x2 −(
16
4
)y2 = x2 − 4y2
has the given discriminant and hence
f (x , y) = (x + 2y)(x − 2y)
so any solution to x + 2y = 0 or x − 2y = 0 satisfies f (x , y) = 0, that is
f (±2k, k) = 0, ∀k ∈ Z.
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 68 / 110
Solution Set to x2 − 4y 2 = 0
x
y
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 69 / 110
More on Forms Representing 0
If we want to find all integer solutions to f (x , y) = x2 − 4y2 = 21 thenfactoring yields
(x + 2y)(x − 2y) = 21.
Since x , y ∈ Z, then (x + 2y), (x − 2y) ∈ Z, so (x + 2y) | 21 and(x − 2y) | 21. Each pair of factors of 21 yields a system of equationswhich yield a solution to the original equation. For example, using3× 7 = 21 gives
x + 2y = 3 (1)
x − 2y = 7 (2)
which has solution x = 5, y = −1. The full solution set is
(x , y) ∈ {(±5,±1), (±11,±5)}.
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 70 / 110
Solution Set to x2 − 4y 2 = 21
x
y
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 71 / 110
Equivalence of Binary Quadratic Forms
Consider the formf (x , y) = 7x2 + 3y2
which represents 103 four ways as
f (±2,±5) = 103.Consider the new form g defined by
g(x , y) = f (2x + y , x + y)
= 7(2x + y)2 + 3(x + y)2
= 31x2 + 34xy + 10y2.
Solving the system
2x + y = 2
x + y = 5
yields x = −3, y = 8, which impliesf (2, 5) = g(−3, 8) = 103
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 72 / 110
Equivalence of Binary Quadratic Forms
Looking at all the representations of 103 we get
f (2, 5) = g(−3, 8) = 103 f (2,−5) = g(7,−12) = 103f (−2, 5) = g(−7, 12) = 103 f (−2,−5) = g(3,−8) = 103
x
y
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 73 / 110
Linear Transformation of a Binary Quadratic Form
Starting with the form
f (x , y) = ax2 + bxy + cy2
if we define a new form
f ′(x , y) = f (αx + βy , γx + δy) = a′x2 + b′xy + c ′y2
then
a′ = aα2 + bαγ + cγ2
b′ = b(αδ + βγ) + 2(aαβ + cγδ)
c ′ = aβ2 + bβδ + cδ2.
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 74 / 110
Linear Transformation of a Binary Quadratic Form
The discriminant of the new form will be
∆′ = b′2 − 4a′c ′
= (αδ − βγ)2(b2 − 4ac)= (αδ − βγ)2∆
so that if(αδ − βγ)2 = 1
then∆′ = ∆.
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 75 / 110
Equivalent Forms
If two forms, f and g , are related by a transformation of the same typewith αδ − βγ = +1, then the forms are called properly equivalent andwe write
f ∼ g .
If two forms are equivalent, they have the same discriminant and theyrepresent the same integers.From our example
7x2 + 3y2 ∼ 31x2 + 34xy + 10y2.
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 76 / 110
Reduced Positive Definite Forms
A positive definite form
f (x , y) = ax2 + bxy + cy2, a, c > 0, b2 − 4ac < 0
is called reduced if
−a < b ≤ a ≤ c , with b ≥ 0 if c = a.
For example
7x2 + 3y2 and 31x2 + 34xy + 10y2
are unreduced forms but3x2 + 7y2
is reduced.
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 77 / 110
The Reduction Algorithm
If f (x , y) = ax2 + bxy + cy2 is a positive definite form then we can find aninteger δ such that
| − b + 2cδ| ≤ c
thenax2 + bxy + cy2 ∼ a′x2 + b′xy + c ′y2
where |b′| ≤ a′ and
a′ = c
b′ = −b + 2cδc ′ = a− bδ + cδ2.
If a′ ≤ c ′ you are done, if not repeat the process.
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 78 / 110
Example: Reducing 31x2 + 34xy + 10y 2
To reduce 31x2 + 34xy + 10y2, we need a δ such that
| − 34 + 2(10)δ| ≤ 10
which is satisfied by δ = 2, thus we get
a′ = c = 10
b′ = −b + 2cδ = −34 + 2(10)(2) = 6c ′ = a− bδ + cδ2 = 31− 34(2) + 10(2)2 = 3
so31x2 + 34xy + 10y2 ∼ 10x2 + 6xy + 3y2
which is unreduced. If we perform the process one more time we get thereduced form
31x2 + 34xy + 10y2 ∼ 10x2 + 6xy + 3y2 ∼ 3x2 + 7y2.
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 79 / 110
The Class Number
For each discriminant ∆ < 0 there are a number of classes of equivalentforms. Each class contains a unique reduced form. The number of classesfor a given discriminant ∆ < 0 is called the class number, h(∆).
For example, h(−84) = 4 so there are 4 equivalence classes of forms withdiscriminant −84. The reduced forms in the classes are
x2 + 21y2, 2x2 + 2xy + 11y2, 3x2 + 7y2, 5x2 + 4xy + 5y2
Each class will represent its own set of numbers.
The classes form an Abelian group called the class group where the groupoperation is called composition.
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 80 / 110
Numbers Represented by the Form f (x , y) = x2 + y 2
1
11
21
31
41
51
61
71
81
91
2
12
22
32
42
52
62
72
82
92
3
13
23
33
43
53
63
73
83
93
4
14
24
34
44
54
64
74
84
94
5
15
25
35
45
55
65
75
85
95
6
16
26
36
46
56
66
76
86
96
7
17
27
37
47
57
67
77
87
97
8
18
28
38
48
58
68
78
88
98
9
19
29
39
49
59
69
79
89
99
10
20
30
40
50
60
70
80
90
100
1 4 9
16
25
36
49
64
81
100
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 81 / 110
Numbers Represented by the Form f (x , y) = x2 + y 2
1
11
21
31
41
51
61
71
81
91
2
12
22
32
42
52
62
72
82
92
3
13
23
33
43
53
63
73
83
93
4
14
24
34
44
54
64
74
84
94
5
15
25
35
45
55
65
75
85
95
6
16
26
36
46
56
66
76
86
96
7
17
27
37
47
57
67
77
87
97
8
18
28
38
48
58
68
78
88
98
9
19
29
39
49
59
69
79
89
99
10
20
30
40
50
60
70
80
90
100
1 4 9
16
25
36
49
64
81
100
2 5 10
17
26
37
50
65
82
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 82 / 110
Numbers Represented by the Form f (x , y) = x2 + y 2
1
11
21
31
41
51
61
71
81
91
2
12
22
32
42
52
62
72
82
92
3
13
23
33
43
53
63
73
83
93
4
14
24
34
44
54
64
74
84
94
5
15
25
35
45
55
65
75
85
95
6
16
26
36
46
56
66
76
86
96
7
17
27
37
47
57
67
77
87
97
8
18
28
38
48
58
68
78
88
98
9
19
29
39
49
59
69
79
89
99
10
20
30
40
50
60
70
80
90
100
1 4 9
16
25
36
49
64
81
100
2 5 10
17
26
37
50
65
82
8
13 20
29
40
53
68
85
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 83 / 110
Numbers Represented by the Form f (x , y) = x2 + y 2
1
11
21
31
41
51
61
71
81
91
2
12
22
32
42
52
62
72
82
92
3
13
23
33
43
53
63
73
83
93
4
14
24
34
44
54
64
74
84
94
5
15
25
35
45
55
65
75
85
95
6
16
26
36
46
56
66
76
86
96
7
17
27
37
47
57
67
77
87
97
8
18
28
38
48
58
68
78
88
98
9
19
29
39
49
59
69
79
89
99
10
20
30
40
50
60
70
80
90
100
1 4 9
16
25
36
49
64
81
100
2 5 10
17
26
37
50
65
82
8
13 20
29
40
53
68
85
18
34
45
58
73
90
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 84 / 110
Numbers Represented by the Form f (x , y) = x2 + y 2
1
11
21
31
41
51
61
71
81
91
2
12
22
32
42
52
62
72
82
92
3
13
23
33
43
53
63
73
83
93
4
14
24
34
44
54
64
74
84
94
5
15
25
35
45
55
65
75
85
95
6
16
26
36
46
56
66
76
86
96
7
17
27
37
47
57
67
77
87
97
8
18
28
38
48
58
68
78
88
98
9
19
29
39
49
59
69
79
89
99
10
20
30
40
50
60
70
80
90
100
1 4 9
16
25
36
49
64
81
100
2 5 10
17
26
37
50
65
82
8
13 20
29
40
53
68
85
18
34
45
58
73
90
32
41
52
65
80
97
61
74
89
72
85
98
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 85 / 110
Numbers Represented by the Form f (x , y) = x2 + y 2
1 37 73
5 41 77
9 45 81
13 49 85
17 53 89
21 57 93
25 61 97
29 65 101
33 69 105
2 38 74
6 42 78
10 46 82
14 50 86
18 54 90
22 58 94
26 62 98
30 66 102
34 70 106
3 39 75
7 43 79
11 47 83
15 51 87
19 55 91
23 59 95
27 63 99
31 67 103
35 71 107
4 40 76
8 44 80
12 48 84
16 52 88
20 56 92
24 60 96
28 64 100
32 68 104
36 72 108
1 2 4
5 8
9 10
13 16
17 18 20
25 26
29 32
34 36
37 40
41
45
49 50 52
53
58
61 64
65 68
72
73 74
80
81 82
85
89 90
97 98 100
101 104
106
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 86 / 110
Sums of Squares Modulo 4
hin n2 (mod 4)
0 01 12 03 1
m2 + n2 (mod 4)m\n 0 1 2 3
0 0 1 0 11 1 2 1 22 0 1 0 13 1 2 1 2
.
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 87 / 110
Writing n as a Sum of Two Squares
Diophantus–Brahmagupta–Fibonacci identity:
(a2 + b2)(c2 + d2) = (ac − bd)2 + (ad + bc)2
Theorem: If p ≡ 1 (mod 4) is a prime, then there exists positive integersa and b such that a2 + b2 = p.
Theorem (Fermat): If n is factored into primes as
n = 2α∏i
pβii
∏j
qγjj
where pi and qj are primes with pi ≡ 1 (mod 4) and qj ≡ 3 (mod 4), forall i and j , then n can be expressed as a sum of two squares if and only ifγj is even for all j .
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 88 / 110
Examples of D-B-F Identity
1 37 73
5 41 77
9 45 81
13 49 85
17 53 89
21 57 93
25 61 97
29 65 101
33 69 105
2 38 74
6 42 78
10 46 82
14 50 86
18 54 90
22 58 94
26 62 98
30 66 102
34 70 106
3 39 75
7 43 79
11 47 83
15 51 87
19 55 91
23 59 95
27 63 99
31 67 103
35 71 107
4 40 76
8 44 80
12 48 84
16 52 88
20 56 92
24 60 96
28 64 100
32 68 104
36 72 108
1 2 4
5 8
9 10
13 16
17 18 20
25 26
29 32
34 36
37 40
41
45
49 50 52
53
58
61 64
65 68
72
73 74
80
81 82
85
89 90
97 98 100
101 104
106
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 89 / 110
Examples of D-B-F Identity
1 37 73
5 41 77
9 45 81
13 49 85
17 53 89
21 57 93
25 61 97
29 65 101
33 69 105
2 38 74
6 42 78
10 46 82
14 50 86
18 54 90
22 58 94
26 62 98
30 66 102
34 70 106
3 39 75
7 43 79
11 47 83
15 51 87
19 55 91
23 59 95
27 63 99
31 67 103
35 71 107
4 40 76
8 44 80
12 48 84
16 52 88
20 56 92
24 60 96
28 64 100
32 68 104
36 72 108
1 2 4
5 8
9 10
13 16
17 18 20
25 26
29 32
34 36
37 40
41
45
49 50 52
53
58
61 64
65 68
72
73 74
80
81 82
85
89 90
97 98 100
101 104
106
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 90 / 110
Examples of D-B-F Identity
1 37 73
5 41 77
9 45 81
13 49 85
17 53 89
21 57 93
25 61 97
29 65 101
33 69 105
2 38 74
6 42 78
10 46 82
14 50 86
18 54 90
22 58 94
26 62 98
30 66 102
34 70 106
3 39 75
7 43 79
11 47 83
15 51 87
19 55 91
23 59 95
27 63 99
31 67 103
35 71 107
4 40 76
8 44 80
12 48 84
16 52 88
20 56 92
24 60 96
28 64 100
32 68 104
36 72 108
1 2 4
5 8
9 10
13 16
17 18 20
25 26
29 32
34 36
37 40
41
45
49 50 52
53
58
61 64
65 68
72
73 74
80
81 82
85
89 90
97 98 100
101 104
106
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 91 / 110
Writing n as a Sum of Two Squares
Diophantus–Brahmagupta–Fibonacci identity:
(a2 + b2)(c2 + d2) = (ac − bd)2 + (ad + bc)2
Theorem: If p ≡ 1 (mod 4) is a prime, then there exists positive integersa and b such that a2 + b2 = p.
Theorem (Fermat): If n is factored into primes as
n = 2α∏i
pβii
∏j
qγjj
where pi and qj are primes with pi ≡ 1 (mod 4) and qj ≡ 3 (mod 4), forall i and j , then n can be expressed as a sum of two squares if and only ifγj is even for all j .
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 92 / 110
Primes p ≡ 1 (mod 4)
1 37 73
5 41 77
9 45 81
13 49 85
17 53 89
21 57 93
25 61 97
29 65 101
33 69 105
2 38 74
6 42 78
10 46 82
14 50 86
18 54 90
22 58 94
26 62 98
30 66 102
34 70 106
3 39 75
7 43 79
11 47 83
15 51 87
19 55 91
23 59 95
27 63 99
31 67 103
35 71 107
4 40 76
8 44 80
12 48 84
16 52 88
20 56 92
24 60 96
28 64 100
32 68 104
36 72 108
1 2 4
5 8
9 10
13 16
17 18 20
25 26
29 32
34 36
37 40
41
45
49 50 52
53
58
61 64
65 68
72
73 74
80
81 82
85
89 90
97 98 100
101 104
106
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 93 / 110
Writing n as a Sum of Two Squares
Diophantus–Brahmagupta–Fibonacci identity:
(a2 + b2)(c2 + d2) = (ac − bd)2 + (ad + bc)2
Theorem: If p ≡ 1 (mod 4) is a prime, then there exists positive integersa and b such that a2 + b2 = p.
Theorem (Fermat): If n is factored into primes as
n = 2α∏i
pβii
∏j
qγjj
where pi and qj are primes with pi ≡ 1 (mod 4) and qj ≡ 3 (mod 4), forall i and j , then n can be expressed as a sum of two squares if and only ifγj is even for all j .
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 94 / 110
Sum of Two Squares Example
n = 2× 13× 32 = 234Since
2 = 12 + 12, 13 = 22 + 32, 9 = 02 + 32
we have
26 = 2× 13 = (12 + 12)(22 + 32)= (1× 2− 1× 3)2 + (1× 3 + 1× 2)2
= (−1)2 + 52
= 12 + 52
so
234 = 26× 9 = (12 + 52)(02 + 32)= (1× 0− 5× 3)2 + (1× 3 + 5× 0)2
= 152 + 32
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 95 / 110
A Curious Result
Suppose α = a + ib and β = c + id are two complex numbers(a, b, c, d ∈ R), then
α× β = (a + ib)(c + id)= ac + iad + ibc + (i2)bd
= (ac − bd) + i(ad + bc)
Diophantus–Brahmagupta–Fibonacci identity:
(a2 + b2)(c2 + d2) = (ac − bd)2 + (ad + bc)2
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 96 / 110
A Curious Result
Suppose α = a + ib and β = c + id are two complex numbers(a, b, c, d ∈ R), then
α× β = (a + ib)(c + id)= ac + iad + ibc + (i2)bd
= (ac − bd) + i(ad + bc)
Diophantus–Brahmagupta–Fibonacci identity:
(a2 + b2)(c2 + d2) = (ac − bd)2 + (ad + bc)2
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 97 / 110
Modulus of a Complex Number
Recall for a complex number z = x + iy , x , y ∈ R, the modulus of z , |z |,satisfies
|z |2 = zz̄ = (x + iy)(x − iy) = x2 + y2
or|z | =
√x2 + y2.
<
=
z = x + iy
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 98 / 110
A Curious Result Revisited
Suppose α, β ∈ C with α = a + ib and β = c + id , then
αβ = (ac − bd) + i(ad + bc)
Thus
|α|2 = a2 + b2,|β|2 = c2 + d2,
|α× β|2 = (ac − bd)2 + (ad + bc)2,
so the Diophantus–Brahmagupta–Fibonacci identity tells us
|αβ|2 = |α|2|β|2
which, since |z | ≥ 0, is equivalent to
|αβ| = |α||β|.
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 99 / 110
A Curious Identity
We can write(x21 + x
22 )(y
21 + y
22 ) = z
21 + z
22
where
z1 = x1y1 − x2y2z2 = x1y2 + x2y1
as a statement of|X ||Y | = |XY |
where X ,Y ∈ C with X = x1 + ix2 and Y = y1 + iy2.
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 100 / 110
Another Curious Identity
We can also write
(x21 + x22 + x
23 + x
24 )(y
21 + y
22 + y
23 + y
24 ) = z
21 + z
22 + z
23 + z
24
where
z1 = x1y1 − x2y2 − x3y3 − x4y4z2 = x1y2 + x2y1 + x3y4 − x4y3z3 = x1y3 + x3y1 − x2y4 + x4y2z4 = x1y4 + x4y1 + x2y3 − x3y2
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 101 / 110
More on Sums of Squares
Sums of Three Squares: Every positive integer n can be written in theform
n = a2 + b2 + c2, a, b, c ∈ Z
except for those n of the form n = 4a(8b + 7) where a and b arenon-negative integers.
Sums of Four Squares: Every positive integer n can be written in theform
n = a2 + b2 + c2 + d2, a, b, c , d ∈ Z.
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 102 / 110
Quaternions
If we define three distinct new numbers, i , j , and k , that satisfy
i2 = −1 j2 = −1 k2 = −1ij = k jk = i ki = j
then ifq = a + bi + cj + dk
we call q a quaternion and the set of all quaternions is denoted H.
Using the definitions of i , j , and k , we find that
ji = −k = −ij kj = −i = −jkik = −j = −ki ijk = −1
so multiplication of quaternions is not commutative.
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 103 / 110
Yet Another Curious Identity
We can also write
(x21 + x22 + · · ·+ x28 )(y21 + y22 + · · ·+ y28 ) = z21 + z22 + · · ·+ z28
where
z1 = x1y1 − x2y2 − x3y3 − x4y4 − x5y5 − x6y6 − x7y7 − x8y8,z2 = x1y2 + x2y1 + x3y4 − x4y3 + x5y6 − x6y5 − x7y8 + x8y7,z3 = x1y3 + x3y1 − x2y4 + x4y2 + x5y7 − x7y5 + x6y8 − x8y6,z4 = x1y4 + x4y1 + x2y3 − x3y2 + x5y8 − x8y5 − x6y7 + x7y6,z5 = x1y5 + x5y1 − x2y6 + x6y2 − x3y7 + x7y3 − x4y8 + x8y4,z6 = x1y6 + x6y1 + x2y5 − x5y2 − x3y8 + x8y3 + x4y7 − x7y4,z7 = x1y7 + x7y1 + x2y8 − x8y2 + x3y5 − x5y3 − x4y6 + x6y4,z8 = x1y8 + x8y1 − x2y7 + x7y2 + x3y6 − x6y3 + x4y5 − x5y4.
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 104 / 110
Vector Spaces
A set V is said to be a vector space over a field F if (V ,+) is an Abeliangroup and for each a ∈ F and v ∈ V there is an element av ∈ V suchthat:
a(u + v) = au + av ,
(a + b)v = av + bv ,
a(bv) = (ab)v ,
1v = v ,
for all a, b ∈ F and for all u, v ∈ V , where 1 ∈ F is the multiplicativeidentity.
If v ∈ V , then v is called a vector.
If a ∈ F , then a is called a scalar.
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 105 / 110
Normed Algebras
A ring R is called an algebra over a field F if R is a vector space over Fand
(au)× (bv) = (ab)(u × v)
for all scalars a, b,∈ F and all vectors u, v ∈ R, where × representsmultiplication within the ring.
A norm, ‖ · ‖, of a vector space V over a field F , is a function‖ · ‖ : V → R such that:‖0‖ = 0,‖v‖ > 0 for all v 6= 0 ∈ V ,‖av‖ = |a|‖v‖ for all a ∈ F and for all v ∈ V ,‖u + v‖ ≤ ‖u‖+ ‖v‖.
An algebra with a norm is called a normed algebra.
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 106 / 110
Examples of Normed Algebras
The complex numbers C with ‖z‖ = |z | for all z ∈ C,
Three dimensional Euclidean vectors R3 with the cross product withthe Euclidean norm ‖(x , y , z)‖ =
√x2 + y2 + z2,
The quaternions H with ‖a + bi + cj + dk‖ =√a2 + b2 + c2 + d2.
The octonions O with
‖a0 + a1i1 + · · ·+ a7i7‖ =√a20 + a
21 + · · ·+ a27
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 107 / 110
Adding Something and Losing Something
The real numbers R as a normed algebra, is an ordered set where × iscommutative and associative.
The complex numbers C as a normed algebra, is a non-ordered set where× is commutative and associative.
The quaternions H as a normed algebra, is a non-ordered set where × isnon-commutative but is associative.
The octonions O as a normed algebra, is a non-ordered set where × isnon-commutative and non-associative.
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 108 / 110
The Geoboard Problem
How many different areas of squares are possible on an 11× 11 pingeoboard?
16
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 109 / 110
The End
Shawn Godin (Cairine Wilson S.S.) Quadratics October 14, 2017 110 / 110