c1s4 - 1.4 Solving Systems of Linear Equations 1 Chapter 1...

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Unformatted text preview: 1.4 Solving Systems of Linear Equations 1 Chapter 1. Vectors, Matrices, and Linear Spaces 1.4. Solving Systems of Linear Equations Definition. A system of m linear equations in the n unknowns x 1 , x 2 , . . . , x n is a system of the form: a 11 x 1 + a 12 x 2 + ··· + a 1 n x n = b 1 a 21 x 1 + a 22 x 2 + ··· + a 2 n x n = b 2 . . . . . . a m 1 x 1 + a m 2 x 2 + ··· + a mn x n = b m . Note. The above system can be written as A~x = ~ b where A is the coefficient matrix and ~x is the vector of variables. A solution to the system is a vector ~s such that A~s = ~ b. Defninition. The augmented matrix for the above system is [ A | ~ b ] = a 11 a 21 ··· a 1 n b 1 a 21 a 22 ··· a 2 n b 2 . . . . . . a m 1 a m 2 ··· a mn b m . 1.4 Solving Systems of Linear Equations 2 Note. We will perform certain operations on the augmented matrix which correspond to the following manipulations of the system of equations: 1. interchange two equations, 2. multiply an equation by a nonzero constant, 3. replace an equation by the sum of itself and a multiple of another equation. Definition. The following are elementary row operations : 1. interchange row i and row j (denoted R i ↔ R j ), 2. multiplying the i th row by a nonzero scalar s (denoted R i → sR i ), and 3. adding the i th row to s times the j th row (denoted R i → R i + sR j ). If matrix A can be obtained from matrix B by a series of elementary row operations, then A is row equivalent to B , denoted A ∼ B or A → B ....
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c1s4 - 1.4 Solving Systems of Linear Equations 1 Chapter 1...

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