Lecture

Group and Field

We will start with two definitions to then properly introduce vector spaces and matrices. It is not necessary to have an in-depth understanding of these definitions, but remember that they are there.

Definition:

Group

Let GG be non-empty set and ∘:G×G→G\circ: G \times G \to G binary operation. If the following axioms are satisfied

  1. associativity: (∀a,b,c∈G)((a∘b)∘c=a∘(b∘c)),(\forall a, b, c \in G) ((a \circ b) \circ c = a \circ (b \circ c)),
  2. neutral element:(∃e∈G)(∀a∈G)(a∘e=e∘a),(\exists e \in G) (\forall a \in G) (a \circ e = e \circ a),
  3. inverse element:(∀a∈G)(∃a−1∈G)(a∘a−1=a−1∘a),(\forall a \in G) (\exists a^{-1} \in G) (a \circ a^{-1} = a^{-1} \circ a),the pair (G,∘)(G, \circ) is called a group.

Moreover, if ∘\circ is

  • commutative: (∀a,b∈G)(a∘b=b∘a),(\forall a, b \in G) (a \circ b = b \circ a),we say that a group (G,∘)(G, \circ) is commutative (or Abelian) group.

Some examples of groups are:

  • (Z,+)(\Z, +) – The set of integers with addition. An inverse of a∈Za \in \Z is −a-a and the neutral element is 00. It is a commutative group.
  • (R∖{0},â‹…)(\R \setminus {0}, \cdot) – The set of nonzero real numbers with multiplication. The inverse of a∈R∖{0}a \in \R \setminus {0} is 1/a1/a, and the neutral element is 11. This is a commutative group.
  • Some other groups are:(Q,+), (R,+), (C,+),(Q∖{0},â‹…), (C∖{0},â‹…).(\Q, +), \ (\R, +), \ (\C, +), \\ \left(\Q\setminus\{0\}, \cdot\right), \ \left(\C\setminus\{0\}, \cdot\right).

However, the following examples are not groups:

(N,+), (Q,â‹…), (Z∖{0},â‹…), (R,â‹…), (C,â‹…).(\N, +), \ (\Q, \cdot), \ \left(\Z\setminus\{0\}, \cdot\right), \ (\R, \cdot), \ (\C, \cdot).

Definition:

Field

Let FF be a non-empty set and +:F×F→F+:F\times F \to F, ⋅:F×F→F\cdot:F\times F \to F are binary operations. If the following axioms are satisfied

  1. (F,+)(F, +) forms an Abelian group with identity 00,
  2. (F∖{0},⋅)(F \setminus {0}, \cdot) forms an Abelian group with identity 11,
  3. multiplication is distributive over addition:(∀a,b,c∈F)(a⋅(b+c)=a⋅b+a⋅c∧(a+b)⋅c=a⋅c+b⋅a),(\forall a, b, c \in F) \big(a \cdot (b + c) = a \cdot b + a \cdot c \land (a + b) \cdot c = a\cdot c + b \cdot a \big),then the triple (F,+,⋅)(F, +, \cdot) is a field.

Examples of fields include:

(Q,+,â‹…), (R,+,â‹…), (C,+,â‹…)(\Q, +, \cdot), \ (\R, +, \cdot), \ (\C, +, \cdot)

Note that the set of integers (Z,+,â‹…)(\Z, +, \cdot) is not a field because not every nonzero integer has a multiplicative inverse in Z\Z.

Matrix

So lets now define the matrix.

Definition:

Matrix

Let m,n∈Nm, n \in \N. Table of m⋅nm \cdot n numbers from field FF with mm rows and nn columns is called matrix of dimensions m×nm\times n and is denoted as

A=(a11a12⋯a1na21a22⋯a2n⋮⋮⋱⋮am1am2⋯amn),A = \begin{pmatrix} a_{11} & a_{12} & \cdots & a_{1n} \\ a_{21} & a_{22} & \cdots & a_{2n} \\ \vdots & \vdots & \ddots & \vdots \\ a_{m1} & a_{m2} & \cdots & a_{mn} \end{pmatrix},

where a11,…,amn∈Fa_{11},\dots, a_{mn} \in F.

The set of all matrices with size m×nm \times n is Fm,nF^{m, n}.

Exercise

What is the size of matrix

A=(15−446−3−71)A = \begin{pmatrix} 1 & 5 & -4 & 4 \\ 6 & -3 & -7 & 1 \\ \end{pmatrix}
Answer

Size write as comma separated values

Hints
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