Tuesday, May 10, 2011

Application of Invertible Matrices: Coding



There are many ways to encrypt a message. And the use of coding has become particularly significant in recent years (due to the explosion of the internet for example). One way to encrypt or code a message uses matrices and their inverse. Indeed, consider a fixed invertible matrix A. Convert the message into a matrix B such that AB is possible to perform. Send the message generated by AB. At the other end, they will need to know A-1 in order to decrypt or decode the message sent. Indeed, we have

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which is the original message. Keep in mind that whenever an undesired intruder finds A, we must be able to change it. So we should have a mechanical way of generating simple matrices A which are invertible and have simple inverse matrices. Note that, in general, the inverse of a matrix involves fractions which are not easy to send in an electronic form. The best is to have both A and its inverse with integers as their entries. In fact, we can use our previous knowledge to generate such class of matrices. Indeed, if A is a matrix such that its determinant is +_ 1 and all its entries are integers, then A-1 will have entries which are integers. So how do we generate such class of matrices? One practical way is to start with an upper triangular matrix with + or -1 on the diagonal and integer-entries. Then we use the elementary row operations to change the matrix while keeping the determinant unchanged. Do not multiply rows with non-integers while doing elementary row operations. Let us illustrate this on an example.

Example. Consider the matrix



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First we keep the first row and add it to the second as well as to the third rows. We obtain


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Next we keep the first row again, we add the second to the third, and finally add the last one to the first multiplied by -2. We obtain




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This is our matrix A. Easy calculations will give det(A) = -1, which we knew since the above elementary operations did not change the determinant from the original triangular matrix which obviously has -1 as its determinant. We leave the details of the calculations to the reader. The inverse of A is


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Back to our original problem. Consider the message


I Love Monica



To every letter we will associate a number. The easiest way to do that is to associate 0 to a blank or space, 1 to A, 2 to B, etc... Another way is to associate 0 to a blank or space, 1 to A, -1 to B, 2 to C, -2 to D, etc... Let us use the second choice. So our message is given by the string


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Now we rearrange these numbers into a matrix B. For example, we have


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Then we perform the product AB, where A is the matrix found above. We get


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The encrypted message to be sent is


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www.sosmath.com/matrix/coding/coding.htm







1 comment:

  1. Hello Graciana, your pictures are not showing!! maybe you attached them in a wrong way! you want to try again??

    ReplyDelete