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1.3 Solutions of Linear Systems
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How many solutions does each of these systems have? Why?
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Rank of matrix The rank of a matrix A is the number of leading 1’s in the rref (A) Determine the rank of the following matrices: 2 3 5 6
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If Rank = number of rows How many solutions are possible?
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If Rank = number of columns
0 4 0 3 How many solutions are possible?
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Implications of Rank Consider an mxn matrix (m rows , n columns)
If rank A = m then the system is consistent (at least 1 sol.) If rank A = n then the system has at most 1 sol. If rank A < n then the system has either infinitely many solutions or no solutions. What if a does it mean about the solutions if a square matrix has full rank? (a nxn matrix with rank n)
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More Implications of Rank
If a linear system has fewer equations that unknowns then the system has either no solutions or infinitely many solutions
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Adding matrices Add the components
What types of matrices can be added? 5 –3 6 –6 1 2 3 –4 + a. –3 + 2 –6 + (– 4) = 6 –1 9 –10 = 4 9 –1 – 1 –7 0 4 –2 3 b. 6 – –(–7) – 0 4 – – (– 2) –1 – 3 = –4 =
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Scalar multiple of a matrix This is the scalar multiple of one column
Scalar multiple of a matrix This is the scalar multiple of one column. If the matrix is larger just distribute the constant to all terms in the matrix
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The product of a row vector with a column vector is a dot product
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There are 5 ways to multiply matrices all which are important.
We will learn 1 method now then the others in Chapter 2
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Problems 10, 12 and 14 Multiply the matrices if possible
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Which of the following matrices can be multiplied
Which of the following matrices can be multiplied? (from the pre-Calc book 8.2, 37 and 38)
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Linear combinations A vector b in Rn is called a linear combination of vectors v1,v2,v3, … vm if there exists scalars x1,x2,x3,…xm such that b = x1v1+ x2v2+x3v3….xmvm Note: this is the most fundamental operation in the course.
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Example 14 Ax =b
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A definition and Problem 35
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Homework p odd 34,46,47
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