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Gauss’s Method

Row operations reduce a system to echelon form, with a proof that swapping, scaling, and combining rows never gains or loses a solution.

Linear Algebra, Gauss’s Method

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25 exercises

Exercise 1

Use Gauss’s Method to find the unique solution for each system.

  • (a)  2x+3y=13x−y=−1\begin{array}{rcrcr}2x&+&3y&=&13\\ x&-&y&=&-1\end{array}     (b)  x−z=03x+y=1−x+y+z=4\begin{array}{rcrcrcr}x&&&-&z&=&0\\ 3x&+&y&&&=&1\\ -x&+&y&+&z&=&4\end{array}

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Exercise 2

Each system is in echelon form. For each, say whether the system has a unique solution, no solution, or infinitely many solutions.

  • (a)  −3x+2y=0−2y=0\begin{array}{rcrcr}-3x&+&2y&=&0\\ &&-2y&=&0\end{array}     (b)  x+y=4y−z=0\begin{array}{rcrcrcr}x&+&y&&&=&4\\ &&y&-&z&=&0\\ \end{array}     (c)  x+y=4y−z=00=0\begin{array}{rcrcrcr}x&+&y&&&=&4\\ &&y&&-z&=&0\\ &&&&0&=&0\end{array}     (d)  x+y=40=4\begin{array}{rcrcr}x&+&y&=&4\\ &&0&=&4\end{array}     (e)  3x+6y+z=−0.5−z=2.5\begin{array}{rcrcrcr}3x&+&6y&+&z&=&-0.5\\ &&&&-z&=&2.5\\ \end{array}     (f)  x−3y=20=0\begin{array}{rcrcr}x&-&3y&=&2\\ &&0&=&0\end{array}     (g)  2x+2y=4y=10=4\begin{array}{rcrcr}2x&+&2y&=&4\\ &&y&=&1\\ &&0&=&4\end{array}     (h)  2x+y=0\begin{array}{rcrcr}2x&+&y&=&0\end{array}     (i)  x−y=−10=00=4\begin{array}{rcrcr}x&-&y&=&-1\\ &&0&=&0\\ &&0&=&4\end{array}     (j)  x+y−3z=−1y−z=2z=00=0\begin{array}{rcrcrcr}x&+&y&-&3z&=&-1\\ &&y&-&z&=&2\\ &&&&z&=&0\\ &&&&0&=&0\end{array}

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Exercise 3

Use Gauss’s Method to solve each system or conclude ‘many solutions’ or ‘no solutions’.

  • (a)  2x+2y=5x−4y=0\begin{array}{rcrcr}2x&+&2y&=&5\\ x&-&4y&=&0\end{array}     (b)  −x+y=1x+y=2\begin{array}{rcrcr}-x&+&y&=&1\\ x&+&y&=&2\end{array}     (c)  x−3y+z=1x+y+2z=14\begin{array}{rcrcrcr}x&-&3y&+&z&=&1\\ x&+&y&+&2z&=&14\end{array}     (d)  −x−y=1−3x−3y=2\begin{array}{rcrcr}-x&-&y&=&1\\ -3x&-&3y&=&2\end{array}     (e)  4y+z=202x−2y+z=0x+z=5x+y−z=10\begin{array}{rcrcrcr}&&4y&+&z&=&20\\ 2x&-&2y&+&z&=&0\\ x&&&+&z&=&5\\ x&+&y&-&z&=&10\end{array}     (f)  2x+z+w=5y−w=−13x−z−w=04x+y+2z+w=9\begin{array}{rcrcrcrcr}2x&&&+&z&+&w&=&5\\ &&y&&&-&w&=&-1\\ 3x&&&-&z&-&w&=&0\\ 4x&+&y&+&2z&+&w&=&9\end{array}

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Exercise 4

Solve each system or conclude ‘many solutions’ or ‘no solutions’. Use Gauss’s Method.

  • (a)  x+y+z=5x−y=0y+2z=7\begin{array}{rcrcrcr}x&+&y&+&z&=&5\\ x&-&y&&&=&0\\ &&y&+&2z&=&7\end{array}     (b)  3x+z=7x−y+3z=4x+2y−5z=−1\begin{array}{rcrcrcr}3x&&&+&z&=&7\\ x&-&y&+&3z&=&4\\ x&+&2y&-&5z&=&-1\end{array}     (c)  x+3y+z=0−x−y=2−x+y+2z=8\begin{array}{rcrcrcr}x&+&3y&+&z&=&0\\ -x&-&y&&&=&2\\ -x&+&y&+&2z&=&8\end{array}

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Exercise 5

We can solve linear systems by methods other than Gauss’s. One often taught in high school is to solve one of the equations for a variable, then substitute the resulting expression into other equations. Then we repeat that step until there is an equation with only one variable. From that we get the first number in the solution and then we get the rest with back-substitution. This method takes long…

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Exercise 6

For which values of kk are there no solutions, many solutions, or a unique solution to this system?

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Exercise 7

This system is not linear in that it says sin⁡α\sin\alpha instead of α\alpha

and yet we can apply Gauss’s Method. Do so. Does the system have a solution?

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Exercise 8

What conditions must the constants, the bb’s, satisfy so that each of these systems has a solution? Hint. Apply Gauss’s Method and see what happens to the right side.

  • (a)  x−3y=b13x+y=b2x+7y=b32x+4y=b4\begin{array}{rcrcr}x&-&3y&=&b_{1}\\ 3x&+&y&=&b_{2}\\ x&+&7y&=&b_{3}\\ 2x&+&4y&=&b_{4}\end{array}     (b)  x1+2x2+3x3=b12x1+5x2+3x3=b2x1+8x3=b3\begin{array}{rcrcrcr}x_{1}&+&2x_{2}&+&3x_{3}&=&b_{1}\\ 2x_{1}&+&5x_{2}&+&3x_{3}&=&b_{2}\\ x_{1}&&&+&8x_{3}&=&b_{3}\end{array}

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Exercise 9

True or false: a system with more unknowns than equations has at least one solution. (As always, to say ‘true’ you must prove it, while to say ‘false’ you must produce a counterexample.)

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Exercise 10

Must any Chemistry problem like the one that starts this subsection — a balance the reaction problem — have infinitely many solutions?

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Exercise 11

Find the coefficients aa, bb, and cc so that the graph of f(x)=ax2+bx+cf(x)=ax^{2}+bx+c passes through the points (1,2)(1,2), (−1,6)(-1,6), and (2,3)(2,3).

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Exercise 12

After Theorem 1.5 we note that multiplying a row by 00 is not allowed because that could change a solution set. Give an example of a system with solution set S0S_{0} where after multiplying a row by 00 the new system has a solution set S1S_{1} and S0S_{0} is a proper subset of S1S_{1}, that is, S0≠S1S_{0}\neq S_{1}. Give an example where S0=S1S_{0}=S_{1}.

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Exercise 13

Gauss’s Method works by combining the equations in a system to make new equations.

  • Can we derive the equation 3x−2y=53x-2y=5 by a sequence of Gaussian reduction steps from the equations in this system?

  • Can we derive the equation 5x−3y=25x-3y=2 with a sequence of Gaussian reduction steps from the equations in this system?

  • Can we derive 6x−9y+5z=−26x-9y+5z=-2 by a sequence of Gaussian reduction steps from the equations in the system?

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Exercise 14

Prove that, where a,b,c,d,ea,b,c,d,e are real numbers with a≠0a\neq 0, if this linear equation

has the same solution set as this one

then they are the same equation. What if a=0a=0?

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Exercise 15

Show that if ad−bc≠0ad-bc\neq 0 then

has a unique solution.

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Exercise 16

In the system

each of the equations describes a line in the xyxy-plane. By geometrical reasoning, show that there are three possibilities: there is a unique solution, there is no solution, and there are infinitely many solutions.

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Exercise 17

Finish the proof of Theorem 1.5.

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Exercise 18

Is there a two-unknowns linear system whose solution set is all of R2\mathbb{R}^{2}?

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Exercise 19

Are any of the operations used in Gauss’s Method redundant? That is, can we make any of the operations from a combination of the others?

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Exercise 20

Prove that each operation of Gauss’s Method is reversible. That is, show that if two systems are related by a row operation S1→S2S_{1}\rightarrow S_{2} then there is a row operation to go back S2→S1S_{2}\rightarrow S_{1}.

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Exercise 21

A box holding pennies, nickels and dimes contains thirteen coins with a total value of 8383 cents. How many coins of each type are in the box? (These are US coins; a penny is 11 cent, a nickel is 55 cents, and a dime is 1010 cents.)

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Exercise 22

Four positive integers are given. Select any three of the integers, find their arithmetic average, and add this result to the fourth integer. Thus the numbers 29, 23, 21, and 17 are obtained. One of the original integers is:

  • (a)  19     (b)  21     (c)  23     (d)  29     (e)  17

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Exercise 23

Laugh at this: AHAHA+TEHE=TEHAW\text{AHAHA}+\text{TEHE}=\text{TEHAW}. It resulted from substituting a code letter for each digit of a simple example in addition, and it is required to identify the letters and prove the solution unique.

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Exercise 24

The Wohascum County Board of Commissioners, which has 20 members, recently had to elect a President. There were three candidates (AA, BB, and CC); on each ballot the three candidates were to be listed in order of preference, with no abstentions. It was found that 11 members, a majority, preferred AA over BB (thus the other 9 preferred BB over AA). Similarly, it was found that 12 members preferred CC over…

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Exercise 25

“This system of nn linear equations with nn unknowns,” said the Great Mathematician, “has a curious property.”

“Good heavens!” said the Poor Nut, “What is it?”

“Note,” said the Great Mathematician, “that the constants are in arithmetic progression.”

“It’s all so clear when you explain it!” said the Poor Nut. “Do you mean like 6x+9y=126x+9y=12 and 15x+18y=2115x+18y=21?”

“Quite so,” said the Great Mathematician, pulling out his basso…

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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.