Introduction to Abstract Algebra
When we study mathematics, we study various structures, such as numbers, vectors, and functions. In elementary mathematics, we learn about functions of real numbers, such as polynomials, trigonometric functions, exponentials, logarithms, and so on. In linear algebra, we learn about vector spaces, which are sets of vectors that can be added together and multiplied by scalars. In calculus, we learn about limits, derivatives, and integrals of functions. In differential equations, we learn about equations that involve derivatives of functions. In probability theory, we learn about random variables and their distributions.
Is there a way to study these structures in a more general way? This is where abstract algebra comes in. Abstract algebra is the study of algebraic structures, such as groups, rings, and fields. These structures are defined by a set of axioms, which are rules that the elements of the structure must satisfy. By studying these structures in a more general way, we can gain a deeper understanding of the underlying principles that govern them.
Studying abstract algebra is an absolute must for quantum field theory, as it provides the mathematical framework for understanding symmetries, conservation laws, and the behavior of particles and fields at a fundamental level. In this section, we will introduce the basic concepts of abstract algebra, including groups, rings, and fields.
Table of Contents
Fundamental Ideas
At its core, abstract algebra is the study of mathematical structures and the relationships between them. The most fundamental concepts relate to set theory. A set is a collection of distinct objects, which can be anything: numbers, letters, shapes, or even other sets. It must be well-defined, meaning that it is clear whether an object belongs to the set or not. We can perform various operations on sets, such as union, intersection, and difference.
Given two sets
A subset of
Equivalence Relations
In mathematics, we often want to group objects that are "similar" in some way.
In elementary algebra, we have the equality sign
An equivalence relation is a relation that satisfies three properties (these should make sense intuitively):
- Reflexivity: For any element
in the set, is related to itself. i.e., . - Symmetry: If
is related to , then is related to . i.e., if , then . - Transitivity: If
is related to and is related to , then is related to . i.e., if and , then .
Written in the language of set theory, an equivalence relation on a set
- Reflexivity:
. - Symmetry: If
, then . - Transitivity: If
and , then .
Another important concept related to equivalence relations is that of an equivalence class.
Given an element
Partitions
Suppose we have a set
Formally speaking, a partition
One common application of a partition is in defining the Riemann integral. Recall from calculus that we can approximate the area under a curve by dividing the interval into smaller subintervals and summing up the areas of rectangles. These intervals are precisely a partition of the interval.
There is a deep connection between equivalence relations and partitions.
Given an equivalence relation
Groups
A group is a set of elements that can be combined using a binary operation, such as addition or multiplication.
Consider an equilateral triangle in the plane. There are a few ways to transform the triangle, such as rotating it or reflecting it. Group theory is the study of such transformations.
In particular, we will study the set of all transformations that can be applied to the triangle, and how these transformations can be combined. Groups fundamentally represent different ways to transform an object. As such, we naturally expect certain properties to hold;
- There is always one transformation that does nothing to the object. For the rotation group for the triangle, for example, it is akin to rotating the triangle by
degrees. This is called the identity transformation. - The transformations can be combined to form new transformations. For example, if we rotate the triangle by
degrees and then by another degrees, we can combine these two transformations to form a new transformation that rotates the triangle by degrees. This is called the closure property. - The way we combine the transformations is associative. For example, if we rotate the triangle by
degrees and then reflect it, we can combine these two transformations in any way to get the same result. This is called the associative property. - Each transformation has an inverse transformation that undoes it. For example, if we rotate the triangle by
degrees, we can undo this transformation by rotating it by degrees. This is called the inverse property.
Given that we expect these properties to hold, we can define a group as follows:
Group: A group
- Closure: For all
, . - Associativity: For all
, . - Identity: There exists an element
such that for all , . - Inverse: For each
, there exists an element such that .
In this definition,
There are some properties of groups that are worth noting, many of which should be easy to verify from the definition:
-
The identity element is unique.
Proof: Suppose there are two identity elements
and in the group. Then, for any element , we have and . Therefore, for all . (By transitivity of equality) In particular, if we take , we have . But since is an identity element, we also have . Therefore, , which means that the identity element is unique. (By transitivity of equality) -
The inverse element of each element is unique.
Proof: Suppose there are two inverse elements
and for an element . Then, we have and . Therefore, . By the cancellation property of groups, we can cancel from both sides to get , which means that the inverse element is unique. -
The inverse of the identity element is the identity element itself.
Proof: Let
be the identity element of the group. Then, we have . Therefore, is its own inverse.
Example: Number Line
Consider the set of all integers
When we add multiple numbers, this is just a matter of moving the number line multiple times, which can be combined into a single movement.
For example, if we add
When we visualize addition like this, this gives us a clue that addition is an operation that satisfies the properties of a group. While it can be a good exercise to algebraically verify that addition satisfies the properties of a group, it is more insightful to notice the link between addition and its geometric representation. In particular, we can see that the number line is a one-dimensional space, and the operation of addition is a way to move along this space. This allows us to extend this group to higher dimensions, eventually leading to the concept of a vector space.
In addition to the properties of a group, addition is also commutative. In other words, the order in which we add the numbers does not matter. Groups that are commutative are called abelian groups.
Example: Rotation of a Square
Consider the set of all rotations of a square.
We can rotate the square by
We can see that the set of all rotations of a square satisfies the properties of a group.
- Closure: If we rotate the square by
degrees and then by degrees, we can combine these two transformations to form a new transformation that rotates the square by degrees. - Associativity: The way we combine the transformations is associative. For example, if we rotate the square by
degrees and then reflect it, we can combine these two transformations in any way to get the same result. - Identity: The identity transformation is the rotation by
degrees. - Inverse: The inverse transformation of a rotation by
degrees is a rotation by degrees.
Additionally, the set of all rotations of a square is also abelian, since the order in which we apply the transformations does not matter.
Group Homomorphisms
Suppose we have two groups
This is a mapping between the two groups that preserves the group structure:
where
More specifically, we can look for a one-to-one mapping between the two groups, known as a bijection.
This means that we can map each element of
Group Actions
A group action is a way for a group to "act" on a set. Think of a group as a set of transformations, and the set as a set of objects that can be transformed. For example, consider the group of rotations of a square. This group can act on the set of vertices of the square.
To formalize this, we define a group action as follows:
Group Action: A left group action of a group
- Identity:
, where is the identity element of . - Compatibility:
. - Inverses:
for all and . - Identity:
, where is the identity element of .
Likewise, a right group action of a group
- Identity:
, where is the identity element of . - Compatibility:
. - Inverses:
for all and . - Identity:
, where is the identity element of .
In this definition,
The group of rotations in two dimensions,
This is a left group action, since the group element is on the left side of the point.
Subgroups and Quotient Groups
A subgroup is a subset of a group that is itself a group.
For example, consider the group of all integers
A coset is a subset of a group that is formed by multiplying all elements of a subgroup by a fixed element of the group.
For example, consider the group of all integers
A subgroup
Rings and Fields
A ring is a set of elements equipped with two binary operations, typically called addition and multiplication, that satisfy certain properties. Rings generalize the concept of familiar number systems, such as integers and polynomials, by allowing for more abstract structures. A field is a special type of ring in which every non-zero element has a multiplicative inverse. In other words, a field is a ring in which division is always possible (except by zero).
Ring: A ring
- Addition:
is an abelian group. - Multiplication: Multiplication is associative; for all
, . - Distributive Laws: For all
, and .
Field: A field
- Addition:
is an abelian group. - Multiplication:
is an abelian group, where is the additive identity. - Distributive Laws: For all
, and .
Rings and fields are fundamental structures in abstract algebra, and they have numerous applications in various branches of mathematics, including number theory, algebraic geometry, and cryptography.