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Describing the Solution Set

Free variables and parameters turn an infinite family of solutions into a compact vector expression read straight off the echelon form.

Linear Algebra, Describing the Solution Set

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20 exercises

Exercise 1

Find the indicated entry of the matrix, if it is defined.

  • (a)  a2,1a_{2,1}     (b)  a1,2a_{1,2}     (c)  a2,2a_{2,2}     (d)  a3,1a_{3,1}

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Exercise 2

Give the size of each matrix.

  • (a)  (104215)\begin{pmatrix}1&0&4\\ 2&1&5\end{pmatrix}     (b)  (11−113−1)\begin{pmatrix}1&1\\ -1&1\\ 3&-1\end{pmatrix}     (c)  (510105)\begin{pmatrix}5&10\\ 10&5\end{pmatrix}

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Exercise 3

Do the indicated vector operation, if it is defined.

  • (a)  (211)+(304)\begin{pmatrix}2\\ 1\\ 1\end{pmatrix}+\begin{pmatrix}3\\ 0\\ 4\end{pmatrix}     (b)  5(4−1)5\begin{pmatrix}4\\ -1\end{pmatrix}     (c)  (151)−(311)\begin{pmatrix}1\\ 5\\ 1\end{pmatrix}-\begin{pmatrix}3\\ 1\\ 1\end{pmatrix}     (d)  7(21)+9(35)7\begin{pmatrix}2\\ 1\end{pmatrix}+9\begin{pmatrix}3\\ 5\end{pmatrix}     (e)  (12)+(123)\begin{pmatrix}1\\ 2\end{pmatrix}+\begin{pmatrix}1\\ 2\\ 3\end{pmatrix}     (f)  6(311)−4(203)+2(115)6\begin{pmatrix}3\\ 1\\ 1\end{pmatrix}-4\begin{pmatrix}2\\ 0\\ 3\end{pmatrix}+2\begin{pmatrix}1\\ 1\\ 5\end{pmatrix}

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Exercise 4

Solve each system using matrix notation. Express the solution using vectors.

  • (a)  3x+6y=18x+2y=6\begin{array}{rcrcr}3x&+&6y&=&18\\ x&+&2y&=&6\end{array}     (b)  x+y=1x−y=−1\begin{array}{rcrcr}x&+&y&=&1\\ x&-&y&=&-1\end{array}     (c)  x1+x3=4x1−x2+2x3=54x1−x2+5x3=17\begin{array}{rcrcrcr}x_{1}&&&+&x_{3}&=&4\\ x_{1}&-&x_{2}&+&2x_{3}&=&5\\ 4x_{1}&-&x_{2}&+&5x_{3}&=&17\end{array}     (d)  2a+b−c=22a+c=3a−b=0\begin{array}{rcrcrcr}2a&+&b&-&c&=&2\\ 2a&&&+&c&=&3\\ a&-&b&&&=&0\end{array}     (e)  x+2y−z=32x+y+w=4x−y+z+w=1\begin{array}{rcrcrcrcr}x&+&2y&-&z&&&=&3\\ 2x&+&y&&&+&w&=&4\\ x&-&y&+&z&+&w&=&1\end{array}     (f)  x+z+w=42x+y−w=23x+y+z=7\begin{array}{rcrcrcrcr}x&&&+&z&+&w&=&4\\ 2x&+&y&&&-&w&=&2\\ 3x&+&y&+&z&&&=&7\end{array}

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Exercise 5

Solve each system using matrix notation. Give each solution set in vector notation.

  • (a)  2x+y−z=14x−y=3\begin{array}{rcrcrcr}2x&+&y&-&z&=&1\\ 4x&-&y&&&=&3\end{array}     (b)  x−z=1y+2z−w=3x+2y+3z−w=7\begin{array}{rcrcrcrcr}x&&&-&z&&&=&1\\ &&y&+&2z&-&w&=&3\\ x&+&2y&+&3z&-&w&=&7\end{array}     (c)  x−y+z=0y+w=03x−2y+3z+w=0−y−w=0\begin{array}{rcrcrcrcr}x&-&y&+&z&&&=&0\\ &&y&&&+&w&=&0\\ 3x&-&2y&+&3z&+&w&=&0\\ &&-y&&&-&w&=&0\end{array}     (d)  a+2b+3c+d−e=13a−b+c+d+e=3\begin{array}{rcrcrcrcrcr}a&+&2b&+&3c&+&d&-&e&=&1\\ 3a&-&b&+&c&+&d&+&e&=&3\end{array}

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Exercise 6

Solve each system using matrix notation. Express the solution set using vectors.

  • (a)  3x+2y+z=1x−y+z=25x+5y+z=0\begin{array}{rcrcrcr}3x&+&2y&+&z&=&1\\ x&-&y&+&z&=&2\\ 5x&+&5y&+&z&=&0\end{array}     (b)  x+y−2z=0x−y=−33x−y−2z=−62y−2z=3\begin{array}{rcrcrcrcr}x&+&y&-&2z&=&0\\ x&-&y&&&=&-3\\ 3x&-&y&-&2z&=&-6\\ &&2y&-&2z&=&3\end{array}     (c)  2x−y−z+w=4x+y+z=−1\begin{array}{rcrcrcrcrcr}2x&-&y&-&z&+&w&=&4\\ x&+&y&+&z&&&=&-1\end{array}     (d)  x+y−2z=0x−y=−33x−y−2z=0\begin{array}{rcrcrcr}x&+&y&-&2z&=&0\\ x&-&y&&&=&-3\\ 3x&-&y&-&2z&=&0\end{array}

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Exercise 7

The vector is in the set. What value of the parameters produces that vector?

  • (5−5)\begin{pmatrix}5\\ -5\end{pmatrix}, {(1−1)k∣k∈R}\{\hskip 1.00006pt\begin{pmatrix}1\\ -1\end{pmatrix}k\mid k\in\mathbb{R}\hskip 1.00006pt\}

  • (−121)\begin{pmatrix}-1\\ 2\\ 1\end{pmatrix}, {(−210)i+(301)j∣i,j∈R}\{\hskip 1.00006pt\begin{pmatrix}-2\\ 1\\ 0\end{pmatrix}i+\begin{pmatrix}3\\ 0\\ 1\end{pmatrix}j\mid i,j\in\mathbb{R}\hskip 1.00006pt\}

  • (0−42)\begin{pmatrix}0\\ -4\\ 2\end{pmatrix}, {(110)m+(201)n∣m,n∈R}\{\hskip 1.00006pt\begin{pmatrix}1\\ 1\\ 0\end{pmatrix}m+\begin{pmatrix}2\\ 0\\ 1\end{pmatrix}n\mid m,n\in\mathbb{R}\hskip 1.00006pt\}

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Exercise 8

Decide if the vector is in the set.

  • (3−1)\begin{pmatrix}3\\ -1\end{pmatrix}, {(−62)k∣k∈R}\{\hskip 1.00006pt\begin{pmatrix}-6\\ 2\end{pmatrix}k\mid k\in\mathbb{R}\hskip 1.00006pt\}

  • (54)\begin{pmatrix}5\\ 4\end{pmatrix}, {(5−4)j∣j∈R}\{\hskip 1.00006pt\begin{pmatrix}5\\ -4\end{pmatrix}j\mid j\in\mathbb{R}\hskip 1.00006pt\}

  • (21−1)\begin{pmatrix}2\\ 1\\ -1\end{pmatrix}, {(03−7)+(1−13)r∣r∈R}\{\hskip 1.00006pt\begin{pmatrix}0\\ 3\\ -7\end{pmatrix}+\begin{pmatrix}1\\ -1\\ 3\end{pmatrix}r\mid r\in\mathbb{R}\hskip 1.00006pt\}

  • (101)\begin{pmatrix}1\\ 0\\ 1\end{pmatrix}, {(201)j+(−3−11)k∣j,k∈R}\{\hskip 1.00006pt\begin{pmatrix}2\\ 0\\ 1\end{pmatrix}j+\begin{pmatrix}-3\\ -1\\ 1\end{pmatrix}k\mid j,k\in\mathbb{R}\hskip 1.00006pt\}

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Exercise 9

A farmer with 1200 acres is considering planting three different crops, corn, soybeans, and oats. The farmer wants to use all 12001200 acres. Seed corn costs $2020 per acre, while soybean and oat seed cost $5050 and $1212 per acre respectively. The farmer has $40 00040\,000 available to buy seed and intends to spend it all.

  • Use the information above to formulate two linear equations with three unknowns and solve it.

  • Sol…

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Exercise 10

Parametrize the solution set of this one-equation system.

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Exercise 11

  • Apply Gauss’s Method to the left-hand side to solve

    for xx, yy, zz, and ww, in terms of the constants aa, bb, and cc.

  • Use your answer from the prior part to solve this.

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Exercise 12

Why is the comma needed in the notation ‘ai,ja_{i,j}’ for matrix entries?

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Exercise 13

Give the 4 ⁣× ⁣44\!\times\!4 matrix whose i,ji,j-th entry is

  • (a)  i+ji+j;     (b)  −1-1 to the i+ji+j power.

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Exercise 14

For any matrix AA, the transpose of AA, written AT{{A}^{\mathsf{T}}}, is the matrix whose columns are the rows of AA. Find the transpose of each of these.

  • (a)  (123456)\begin{pmatrix}1&2&3\\ 4&5&6\end{pmatrix}     (b)  (2−311)\begin{pmatrix}2&-3\\ 1&1\end{pmatrix}     (c)  (510105)\begin{pmatrix}5&10\\ 10&5\end{pmatrix}     (d)  (110)\begin{pmatrix}1\\ 1\\ 0\end{pmatrix}

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Exercise 15

  • Describe all functions f(x)=ax2+bx+cf(x)=ax^{2}+bx+c such that f(1)=2f(1)=2 and f(−1)=6f(-1)=6.

  • Describe all functions f(x)=ax2+bx+cf(x)=ax^{2}+bx+c such that f(1)=2f(1)=2.

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Exercise 16

Show that any set of five points from the plane R2\mathbb{R}^{2} lie on a common conic section, that is, they all satisfy some equation of the form ax2+by2+cxy+dx+ey+f=0ax^{2}+by^{2}+cxy+dx+ey+f=0 where some of a, … ,fa,\,\ldots\,,f are nonzero.

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Exercise 17

Make up a four equations/four unknowns system having

  • a one-parameter solution set;

  • a two-parameter solution set;

  • a three-parameter solution set.

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Exercise 18

This puzzle is from a Russian web-site http://www.arbuz.uz/ and there are many solutions to it, but mine uses linear algebra and is very naive. There’s a planet inhabited by arbuzoids (watermeloners, to translate from Russian). Those creatures are found in three colors: red, green and blue. There are 1313 red arbuzoids, 1515 blue ones, and 1717 green. When two differently colored arbuzoids meet, they both…

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Exercise 19

  • Solve the system of equations.

    For what values of aa does the system fail to have solutions, and for what values of aa are there infinitely many solutions?

  • Answer the above question for the system.

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Exercise 20

In air a gold-surfaced sphere weighs 75887588 grams. It is known that it may contain one or more of the metals aluminum, copper, silver, or lead. When weighed successively under standard conditions in water, benzene, alcohol, and glycerin its respective weights are 65886588, 66886688, 67786778, and 63286328 grams. How much, if any, of the forenamed metals does it contain if the specific gravities of the designated substances are t…

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Adapted from Linear Algebra © 2016 Jim Hefferon. Licensed under CC BY-SA 3.0 US. Source: Linear Algebra. Imported at revision df2262e.