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8.5 APPLICATIONS OF MATRICES AND DETERMINANTS Copyright © Cengage Learning. All rights reserved. What You Should Learn • Use Cramer’s Rule to solve systems of linear equations. • Use determinants to find the areas of triangles. • Use a determinant to test for collinear points and find an equation of a line passing through two points. • Use matrices to encode and decode messages. 2 Cramer’s Rule In this section, you will study one more method, Cramer’s Rule, named after Gabriel Cramer. This rule uses determinants to write the solution of a system of linear equations. 3 Cramer’s Rule There, it was pointed out that the system a1x + b1y = c1 a2x + b2y = c2 has a solution and provided that a1b2 – a2b1 0. 4 Cramer’s Rule Each numerator and denominator in this solution can be expressed as a determinant, as follows. Relative to the original system, the denominator for x and y is simply the determinant of the coefficient matrix of the system. This determinant is denoted by D. 5 Cramer’s Rule The numerators for x and y are denoted by Dx and Dy, respectively. They are formed by using the column of constants as replacements for the coefficients of x and y, as follows. Coefficient Matrix D Dx Dy 6 Cramer’s Rule For example, given the system 2x – 5y = 3 –4x + 3y = 8 the coefficient matrix, D, Dx, and Dy are as follows. Coefficient Matrix D Dx Dy 7 Cramer’s Rule Cramer’s Rule generalizes easily to systems of n equations in n variables. The value of each variable is given as the quotient of two determinants. The denominator is the determinant of the coefficient matrix, and the numerator is the determinant of the matrix formed by replacing the column corresponding to the variable (being solved for) with the column representing the constants. 8 Cramer’s Rule For instance, the solution for x3 in the following system is shown. 9 Cramer’s Rule 10 Example 1 – Using Cramer’s Rule for a 2 2 System Use Cramer’s Rule to solve the system of linear equations. 4x – 2y = 10 3x – 5y = 11 11 Cramer’s Rule Remember that Cramer’s Rule does not apply when the determinant of the coefficient matrix is zero. This would create division by zero, which is undefined. 12 Area of a Triangle Another application of matrices and determinants is finding the area of a triangle whose vertices are given as points in a coordinate plane. 13 Example 3 – Finding the Area of a Triangle Find the area of a triangle whose vertices are (1, 0), (2, 2), and (4, 3), as shown in Figure 8.1. Figure 8.1 14 Lines in a Plane What if the three points in Example 3 had been on the same line? What would have happened had the area formula been applied to three such points? The answer is that the determinant would have been_________. Consider, for instance, the three collinear points (0, 1), (2, 2), and (4, 3), as shown in Figure 8.2. Figure 8.2 15 Lines in a Plane The result is generalized as follows. 16 Example 4 – Testing for Collinear Points Determine whether the points (–2, –2), (1, 1), and (7, 5) are collinear. (See Figure 8.3.) Figure 8.3 17 Lines in a Plane The test for collinear points can be adapted to another use. That is, if you are given two points on a rectangular coordinate system, you can find an equation of the line passing through the two points, as follows. 18 Example 5 Find an equation of the line passing through the two points (0, 0) and (4, 5). 19 Cryptography A cryptogram is a message written according to a secret code. (The Greek word kryptos means “hidden.”) Matrix multiplication can be used to encode and decode messages. To begin, you need to assign a number to each letter in the alphabet (with 0 assigned to a blank space), as follows. 0=_ 1=A 2=B 3=C 4=D 5=E 6=F 7=G 8=H 9=I 10 = J 11 = K 12 = L 13 = M 14 = N 20 Cryptography 15 = O 16 = P 17 = Q 18 = R 19 = S 20 = T 21 = U 22 = V 23 = W 24 = X 25 = Y 26 = Z Then the message is converted to numbers and partitioned into uncoded row matrices, each having n entries, as demonstrated in Example 6. 21 Example 6 – Forming Uncoded Row Matrices Write the uncoded row matrices of order 1 3 for the message MEET ME MONDAY and then encode it using matrix 22 Example 8 Use the inverse of the matrix A to decode the cryptogram: 42 88 101 88 201 251 30 33 0 26 56 64 2 2 1 A 3 7 9 1 4 7 23