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Chapter 1: Linear Equations in Linear Algebra

Q4E

Page 1

Row reduce the matrices in Exercise 4 to reduced echelon form. Circle the pivot positions in the final matrix and in the original matrix, and list the pivot columns.

4. \(\left[ {\begin{array}{*{20}{c}}1&3&5&7\\3&5&7&9\\5&7&9&1\end{array}} \right]\)

Q4E

Page 1

In Exercise 1-10, assume that\(T\)is a linear transformation. Find the standard matrix of\(T\).

\(T:{\mathbb{R}^3} \to {\mathbb{R}^2}\), rotates points (about the origin) through\( - \frac{\pi }{4}\)radians (clockwise).[Hint:\(T\left( {{e_1}} \right) = \left[ {\frac{1}{{\sqrt 2 }}, - \frac{1}{{\sqrt 2 }}} \right]\)]

Q4E

Page 1

In Exercises 1-4, determine if the system has a nontrivial solution. Try to use a few row operations as possible.

4. \(\begin{aligned}{c} - 5{x_1} + 7{x_2} + 9{x_3} = 0\\{x_1} - 2{x_2} + 6{x_3} = 0\end{aligned}\)

Q4E

Page 1

Solve each system in Exercises 1鈥4 by using elementary row operations on the equations or on the augmented matrix. Follow the systematic elimination procedure.

4. Find the point of intersection of the lines \({x_1} - 5{x_2} = 1\) and on the line \(3{x_1} - 7{x_2} = 5\).

Q4E

Page 1

Compute the products in Exercises 1鈥4 using (a) the definition, as

in Example 1, and (b) the row鈥搗ector rule for computing \(A{\bf{x}}\). If a product is undefined, explain why.

4. \(\left[ {\begin{array}{*{20}{c}}8&3&{ - 4}\\5&1&2\end{array}} \right]\left[ {\begin{array}{*{20}{c}}1\\1\\1\end{array}} \right]\)

Q4Q

Page 1

The Cambridge Diet supplies .8 g of calcium per day, in addition to the nutrients listed in following table. The amounts of calcium per unit (100 g) supplied by the three ingredients in the Cambridge Diet are as follows: 1.26 g from nonfat milk, .19 g from soy flour, and .8 g from whey. Another ingredient in the diet mixture is isolated soy protein, which provides the following nutrients in each unit: 80 g of protein, 0 g of carbohydrate, 3.4 g of fat, and .18 g of calcium.

Amount (g) Supplied per 100 g of Ingredient

Amounts (g) Supplied by

Cambridge Diet in One Day

Nutrient

Nonfat milk

Soy flour

Whey

Protein

Carbohydrate

Fat

36

52

0

51

34

7

13

74

1.1

33

45

3

  1. Set up a matrix equation whose solution determines the amounts of nonfat milk, soy flour, whey, and isolated soy protein necessary to supply the precise amounts of protein, carbohydrate, fat, and calcium in the Cambridge Diet. State what the variables in the equation represent.
  2. (M) Solve the equation in (a) and discuss your answer.

Q4Q

Page 1

Suppose the coefficient matrix of a linear system of three equations in three variables has a pivot position in each column. Explain why the system has a unique solution.

Q54E

Page 37


Consider two vectors v1 andv2in R3 that are not parallel.

Which vectors inlocalid="1668167992227" 3are linear combinations ofv1andv2? Describe the set of these vectors geometrically. Include a sketch in your answer.

Q5.5-12E

Page 1

In Exercises 7-12, use Example 6 to list the eigenvalues of \({\bf{A}}\). In each case, the transformation \({\bf{x}} \mapsto A{\bf{x}}\) is the composition of a rotation and a scaling. Give the angle \(\varphi \) of the rotation, where \( - \pi < \varphi < \pi \), and give the scale factor \(r\).

\(\left( {\begin{aligned}0&{}&{.3}\\{ - .3}&{}&0\end{aligned}} \right)\)

Q55E

Page 1

If Ais a 22matrix with eigenvalues 3 and 4 and if localid="1668109698541" u is a unit eigenvector of A, then the length of vector Alocalid="1668109419151" ucannot exceed 4.

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