PG TRB Mathematics
Unit 1: Algebra Study Material
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Algebra - Queen of Mathematics
Mathematical Notations
Binary Operation
Let S be any non-empty set. An operation * is said to be a binary operation on S if:
Examples:
- +, ×, − are binary operations on β
- +, ×, − are binary operations on β€
- − is not a binary operation on β
- + is a binary operation on β*, β*, β*
- − is a binary operation on β
Key Points:
- A binary operation combines two elements of a set to produce another element of the same set
- Closure property is essential for binary operations
Group Theory
Let G be a non-empty set and * be a binary operation on G. Then (G, *) is a group if:
- Closure: ∀ a, b ∈ G ⇒ a * b ∈ G
- Associativity: ∀ a, b, c ∈ G ⇒ (a * b) * c = a * (b * c)
- Identity: ∃ e ∈ G such that a * e = e * a = a
- Inverse: ∀ a ∈ G, ∃ a⁻¹ ∈ G such that a * a⁻¹ = a⁻¹ * a = e
Group Examples:
- (β€, +) is a group
- (β, +) is not a group
- (β€, -) is not a group
- (β, -) is not a group
- (β, +) is a group
- (β*, +), (β*, +), (β*, +) are not groups
- (β*, ×), (β*, ×), (β*, ×) are groups
- (β, -), (β, -), (β, -) are not groups
- Set of even integers (β€β, +) is a group
- Set of odd integers (β€β, +) is not a group
More Group Examples
Additional Group Examples:
- The set of all cube roots of unity {1, Ο, Ο²} under multiplication is a group
- The set of all fourth roots of unity {1, i, -1, -i} under multiplication is a group
- The set of all nth roots of unity under multiplication is a group
- The set of all n×n real number matrices under addition is a group
- The set of all n×n real number matrices under multiplication is not a group (except non-singular matrices)
- The set of 2×2 matrices of the form $\begin{bmatrix} a & b \\ c & d \end{bmatrix}$ with ad-bc ≠ 0 forms a group under multiplication
Problem 1:
If $G = \left\{ \begin{bmatrix} a & b \\ c & d \end{bmatrix} \mid a,b,c,d \in \mathbb{R} \right\}$ forms a group under addition, find identity and inverse elements.
Solution:
Identity element: $I = \begin{bmatrix} 0 & 0 \\ 0 & 0 \end{bmatrix}$
Inverse of $A = \begin{bmatrix} a & b \\ c & d \end{bmatrix}$ is $-A = \begin{bmatrix} -a & -b \\ -c & -d \end{bmatrix}$
Group Problems & Solutions
Problem 2:
If (β€, *) forms a group with operation defined by a*b = a + b + 2, find identity and inverse elements.
Solution:
We know: a*e = e*a = a
So: a + e + 2 = a ⇒ e = -2
For inverse: a*a⁻¹ = a⁻¹*a = e
a + a⁻¹ + 2 = -2 ⇒ a⁻¹ = -4 - a
Problem 3:
If (β, ×) forms a group with operation defined by a×b = a + b - ab, find identity and inverse.
Solution:
a×e = a + e - ae = a ⇒ e - ae = 0 ⇒ e(1-a) = 0 ⇒ e = 0
For inverse: a×a⁻¹ = a + a⁻¹ - aa⁻¹ = 0
a⁻¹(1-a) = -a ⇒ a⁻¹ = a/(a-1) for a ≠ 1
Problem 4:
If G = {(x, x) | x ∈ β*} forms a group under multiplication, find identity and inverse.
Solution:
Identity: (e, e) such that (x, x)(e, e) = (x, x) ⇒ xe = x ⇒ e = 1
So identity is (1, 1)
Inverse: (x, x)(y, y) = (1, 1) ⇒ xy = 1 ⇒ y = 1/x
So inverse is (1/x, 1/x)
Function Groups & Abelian Groups
Function Group Example:
If H = {f₁, f₂, f₃, f₄} forms a group under composition where:
- f₁(x) = x
- f₂(x) = -x
- f₃(x) = 1/x
- f₄(x) = -1/x
Then f₁ is the identity function, and each function has an inverse.
Commutative (Abelian) Group
A group G is Abelian if it satisfies the commutative property:
Abelian Group Examples:
- (β€, +) is an infinite Abelian group
- The set of all n×n matrices under addition is Abelian
- The set of all n×n matrices under multiplication is not Abelian
Semi-groups & Monoids
Semi-group
A non-empty set G is a semi-group under binary operation if it satisfies:
- Closure property
- Associative property
Note: Every group is a semi-group, but the converse is not true.
Semi-group Examples:
- (β, +) is a semi-group but not a group
- (β€, ×) is a semi-group
- (β€β, ×) modulo n is a semi-group
Monoid
A semi-group that satisfies the identity element property is called a monoid.
Monoid Examples:
- (β€, ×) is a monoid
- (β€, +) is a monoid
- (β, +) is not a monoid
Order of Groups & Elements
Order of a Group
The order of a group G, denoted o(G), is the number of distinct elements in G.
Examples:
- If G = {1, 2, 3, 4}, then o(G) = 4
- (β€, +) has infinite order
Residue Classes
The residue class modulo n is the set of all congruence classes from 0 to n-1:
β€β forms an Abelian group under addition modulo n.
Order of an Element
Let G be a group and a ∈ G. The smallest positive integer n such that aβΏ = e is called the order of a, denoted o(a).
Example:
If G = {1, Ο, Ο²} is a group under multiplication where Ο³ = 1, then o(Ο) = 3.
Properties of Groups
Key Properties of Groups:
- In a group, the identity element is unique
- The inverse of every element is unique
- The inverse of an inverse element is the element itself: (a⁻¹)⁻¹ = a
- Reverse law: (a * b)⁻¹ = b⁻¹ * a⁻¹
- Left cancellation law: a*b = a*c ⇒ b = c
- Right cancellation law: b*a = c*a ⇒ b = c
- If G is a group and a,b ∈ G, then the equations ax = b and ya = b have unique solutions
Problem:
Find the solution of equation ax = b in S₃ where:
a = $\begin{pmatrix} 1 & 2 & 3 \\ 1 & 3 & 2 \end{pmatrix}$, b = $\begin{pmatrix} 1 & 2 & 3 \\ 2 & 3 & 1 \end{pmatrix}$
Solution: x = a⁻¹b = $\begin{pmatrix} 1 & 2 & 3 \\ 1 & 3 & 2 \end{pmatrix}$
Additional Properties:
- If every element of a group has order 2, then the group is Abelian
- If (a*b)² = a²*b² for all a,b in G, then G is Abelian
- If G is Abelian, then (a*b)βΏ = aβΏ*bβΏ for all integers n
- If o(G) = 2n where n > 3, then G is non-Abelian
- Every group of order ≤ 5 is Abelian
- Every group of prime order is cyclic and hence Abelian
Special Elements & Subgroups
Idempotent Element
Let G be a group and a ∈ G. If a² = a, then a is called an idempotent element.
In every group, the only idempotent element is the identity element.
Periodic (Torsion) Group
A group is said to be a periodic group if every element of the group has finite order.
Examples:
- G = {1, -1, i, -i} is periodic
- G = {1, Ο, Ο²} is periodic
Subgroup
Let G be a group and H be a subset of G. If H forms a group under the binary operation of G, then H is called a subgroup of G.
Examples:
- (β€β, +) is a subgroup of (β€, +) where β€β is the set of even integers
- (β€, +) is a subgroup of (β, +)
- H = {1, -1} is a subgroup of G = {1, -1, i, -i} under multiplication
Subgroup Theorems & Properties
Subgroup Tests:
- A non-empty subset H of a group G is a subgroup of G if ∀ a,b ∈ H ⇒ ab ∈ H and ∀ a ∈ H ⇒ a⁻¹ ∈ H
- A non-empty subset H of a group G is a subgroup of G if ∀ a,b ∈ H ⇒ ab⁻¹ ∈ H
- The identity element of a group and its subgroup are the same
- If G is finite and H is a non-empty subset of G, then H is a subgroup if ∀ a,b ∈ H ⇒ ab ∈ H
Union and Intersection of Subgroups:
- The union of two subgroups is not necessarily a subgroup
- The union of two subgroups is a subgroup only if one is contained in the other
- The intersection of two subgroups is always a subgroup
- If H and K are two subgroups of G, then HK is a subgroup of G if and only if HK = KH
Order of Product Subgroups:
If H and K are finite subgroups of G, then:
If o(H∩K) = 1, then o(HK) = o(H)o(K)
Center & Cyclic Groups
Center of a Group
Let G be a group. The center of G, denoted Z(G), is defined as:
The center of a group is always a subgroup of G.
Cyclic Group
A group G is called cyclic if there exists an element a ∈ G such that every element of G can be expressed as a power of a:
We write G = ⟨a⟩ and say that a is a generator of G.
Examples:
- (β€, +) is cyclic with generators 1 and -1
- G = {1, -1, i, -i} is cyclic with generators i and -i
- If o(G) = p² where p is prime, then G is cyclic
Monogenic Cyclic Group
A cyclic group that has only one generator is called a monogenic cyclic group.
Example:
G = {1, -1} is monogenic with -1 as the only generator.
Properties of Cyclic Groups
Key Properties of Cyclic Groups:
- The order of a cyclic group is the same as the order of its generator
- A cyclic group can have several generators
- If a is a generator of a cyclic group G, then a⁻¹ is also a generator of G
- Every cyclic group is Abelian, but the converse is not true
- Every subgroup of a cyclic group is cyclic
- Every subgroup of a cyclic group is Abelian
- A cyclic group of order n has exactly Ο(n) generators, where Ο is Euler's totient function
- An infinite cyclic group has exactly two generators
- Every group of prime order is cyclic
Problem:
If G = {1, Ο, Ο²} is a cyclic group, find its generators.
Solution:
Ο¹ = Ο, Ο² = Ο², Ο³ = 1 ⇒ o(Ο) = 3
(Ο²)¹ = Ο², (Ο²)² = Ο⁴ = Ο, (Ο²)³ = Ο⁶ = 1 ⇒ o(Ο²) = 3
So generators are Ο and Ο².
Problem:
Find the number of generators of a cyclic group of order 15.
Solution: Ο(15) = 15(1-1/3)(1-1/5) = 15×(2/3)×(4/5) = 8
So there are 8 generators.
Cosets & Lagrange's Theorem
Coset of a Subgroup
Let G be a group and H be a subgroup of G. Then for any a ∈ G:
- The set Ha = {ha | h ∈ H} is called a right coset of H
- The set aH = {ah | h ∈ H} is called a left coset of H
Example:
G = β€ = {0, ±1, ±2, ...} under addition
H = 2β€ = {0, ±2, ±4, ...}
For a = 1 ∈ G, H+1 = {±1, ±3, ±5, ...} is a coset of H
Properties of Cosets:
- The union of all cosets is the whole group G
- If a ∈ H, then Ha = H
- Any two right (or left) cosets have the same number of elements
- Any two distinct cosets are disjoint
- The number of right cosets equals the number of left cosets
Lagrange's Theorem
Let G be a finite group and H be a subgroup of G. Then the order of H divides the order of G:
Index & Simple Groups
Index of a Subgroup
Let G be a group and H be a subgroup of G. The number of distinct cosets of H in G is called the index of H in G, denoted [G:H] or iG(H).
Problem 1:
If G is a group of order 30 and H is a subgroup of order 10, find the index of H.
Solution: [G:H] = 30/10 = 3
Problem 2:
If G is a group of order 10 and the index of a subgroup is 5, find the order of the subgroup.
Solution: [G:H] = o(G)/o(H) ⇒ 5 = 10/o(H) ⇒ o(H) = 2
Index Product Theorem:
If H and K are subgroups of G with K ⊆ H, then:
Simple Group
A group is called simple if it has no proper normal subgroups.
Properties of Simple Groups:
- Every group of prime order is simple
- Simple ⇒ cyclic ⇒ Abelian
- A group that has only improper subgroups is simple
Number Theoretic Theorems
Euler's Theorem
If n is a positive integer and a is an integer relatively prime to n, then:
where Ο(n) is Euler's totient function.
Problem:
Find the remainder when 750 is divided by 12.
Solution:
Ο(12) = 4, and gcd(7,12) = 1
74 ≡ 1 (mod 12) ⇒ (74)12 = 748 ≡ 1 (mod 12)
750 = 748·72 ≡ 1·49 ≡ 1 (mod 12)
So remainder is 1.
Fermat's Little Theorem
If p is a prime number and a is any integer not divisible by p, then:
Problem:
Find the remainder when 3100 is divided by 13.
Solution:
By Fermat's Little Theorem: 312 ≡ 1 (mod 13)
3100 = 396·34 ≡ 1·81 ≡ 3 (mod 13)
So remainder is 3.
Normal Subgroups
Normal Subgroup
Let G be a group and N be a subgroup of G. Then N is called a normal subgroup of G if:
We denote this by N ◁ G.
Example:
G = {1, -1, i, -i}, N = {1, -1}
For g = i, g⁻¹ = -i
gNg⁻¹ = {i·1·(-i), i·(-1)·(-i)} = {1, -1} = N
So N is normal in G.
Equivalent Conditions for Normal Subgroup:
- N is normal in G if and only if gNg⁻¹ = N for all g ∈ G
- N is normal in G if and only if gN = Ng for all g ∈ G
- N is normal in G if and only if every left coset is a right coset
Properties of Normal Subgroups:
- Every subgroup of an Abelian group is normal
- Every subgroup of a cyclic group is normal
- The center of G, Z(G), is normal
- If H is a subgroup of index 2, then H is normal
- The intersection of two normal subgroups is normal
- If N₁ and N₂ are normal subgroups, then N₁N₂ is also normal
Algebra - The Queen of Mathematics
Algebra is a branch of mathematics dealing with symbols and the rules for manipulating those symbols. In elementary algebra, these symbols represent quantities without fixed values, known as variables.
Key Concepts Covered:
- Groups: Algebraic structures with a single binary operation satisfying closure, associativity, identity, and invertibility
- Binary Operations: Operations that combine two elements to form another element of the same set
- Subgroups: Subsets of groups that are themselves groups under the same operation
- Cyclic Groups: Groups that can be generated by a single element
- Normal Subgroups: Subgroups that are invariant under conjugation by group elements
- Cosets: Sets formed by multiplying a subgroup by a fixed element
Applications:
Group theory has applications in many areas including:
- Cryptography and coding theory
- Quantum mechanics and particle physics
- Crystallography and material science
- Music theory and arts
- Computer science and algorithm design
This study material covers the fundamental concepts of abstract algebra that are essential for the PG TRB Mathematics examination.
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