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Online Notes / Linear Algebra / Determinants / The Determinant Function
Linear Algebra

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We’ll start off the chapter by defining the determinant function.  This is not such an easy thing however as it involves some ideas and notation that you probably haven’t run across to this point.  So, before we actually define the determinant function we need to get some preliminaries out of the way.

 

First, a permutation of the set of integers  is an arrangement of all the integers in the list without omission or repetitions.  A permutation of  will typically be denoted by  where  is the first number in the permutation,  is the second number in the permutation, etc.

 

Example 1  List all permutations of .

 

Solution

This one isn’t too bad because there are only two integers in the list.  We need to come up with all the possible ways to arrange these two numbers.  Here they are.

                                                         

 

Example 2  List all the permutations of  

 

Solution

This one is a little harder to do, but still isn’t too bad.  We need all the arrangements of these three numbers in which no number is repeated or omitted.  Here they are.

 

 

From this point on it can be somewhat difficult to find permutations for lists of numbers with more than 3 numbers in it.  One way to make sure that you get all of them is to write down a permutation tree.  Here is the permutation tree for .

PermTree

 

At the top we list all the numbers in the list and from this top number we’ll branch out with each of the remaining numbers in the list.  At the second level we’ll again branch out with each of the numbers from the list not yet written down along that branch.  Then each branch will represent a permutation of the given list of numbers

 

As you can see the number of permutations for a list will quick grow as we add numbers to the list.  In fact it can be shown that there are n! permutations of the list , or any list containing n distinct numbers, but we’re going to be working with  so that’s the one we’ll reference.  So, the list  will have  permutations, the list  will have  permutations, etc.

 

Next we need to discuss inversions in a permutation.  An inversion will occur in the permutation  whenever a larger number precedes a smaller number.  Note as well we don’t mean that the smaller number is immediately to the right of the larger number, but anywhere to the right of the larger number.

 

Example 3  Determine the number of inversions in each of the following permutations.

(a)    [Solution]

(b)    [Solution]

(c)    [Solution]

(d)    [Solution]

(e)    [Solution]

Solution

(a)  

Okay, to count the number of inversions we will start at the left most number and count the number of numbers to the right that are smaller.  We then move to the second number and do the same thing.  We continue in this fashion until we get to the end.  The total number of inversions are then the sum of all these. 

 

We’ll do this first one in detail and then do the remaining ones much quicker.  We’ll mark the number we’re looking at in red and to the side give the number of inversions for that particular number.

 

 

In the first case there are two numbers to the right of 3 that are smaller than 3 so there are two inversions there.  In the second case we’re looking at the smallest number in the list and so there won’t be any inversions there.  Then with 4 there is one number to the right that is smaller than 4 and so we pick up another inversion.  There is no reason to look at the last number in the permutation since there are no numbers to the right of it and so won’t introduce any inversions.

 

The permutation  has a total of 3 inversions.

[Return to Problems]

 

(b)  

We’ll do this one much quicker.  There are  inversions in .  Note that each number in the sum above represents the number of inversion for the number in that position in the permutation.

[Return to Problems]

 

(c)  

There are  inversions in .

[Return to Problems]

 

(d)  

There are no inversions in .

[Return to Problems]

 

(e)  

There are  in .

[Return to Problems]

 

Next, a permutation is called even if the number of inversions is even and odd if the number of inversions is odd.

 

Example 4  Classify as even or odd all the permutations of the following lists.

(a)  

(b)  

Solution

(a) Here’s a table giving all the permutations, the number of inversions in each and the classification.

 

Permutation

# Inversions

Classification

 

0

even

 

1

odd

 

(b) We’ll do the same thing here

 

Permutation

# Inversions

Classification

 

0

even

 

1

odd

 

1

odd

 

2

even

 

2

even

 

3

odd

 

We’ll need these results later in the section.