Linear systems from context

Turn three conditions into a system of linear equations, solve it with a graphing calculator and check for repeated or contradictory conditions.

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Enlarged diagram

Many practical questions come down to finding three unknowns that satisfy three conditions: the coefficients of a curve through three points, the quantities in a mixture, or the prices that produce stated totals. This lesson names each unknown and condition, turns them into a system of linear equations, solves it with a graphing calculator, checks the solution in the original context, and recognises what it means when the calculator reports no solution or infinitely many.

Name each unknown and each condition

A system of linear equations comes from a problem only after you decide what the unknowns are. Write each one as a letter with its meaning and unit, for example “let x be the price of one coffee, in dollars”. Then turn each independent piece of information into one equation.

Three unknowns normally need three independent conditions. Two conditions leave a whole family of possible answers. A fourth condition can either repeat information you already have or contradict it, so it must still be consistent with the other three.

A graphing calculator then solves the system you entered. It does not check that the equations describe the situation. Keep your written definitions and equations: they are the working an examiner reads, and they let you check the calculator’s answer in the original conditions.

A curve through points gives linear equations

A curve y = ax² + bx + c is not a straight line, but its coefficients appear linearly once x and y are known. Each point on the curve gives one linear equation in a, b and c.

Worked example 1

A quadratic through three points

The curve y = ax² + bx + c passes through (1,4), (2,9) and (-1,6). Find a, b and c.

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  1. Substitute each point

    Method

    Put each pair of coordinates into the equation of the curve.

    Reason

    A point lies on the curve exactly when its coordinates satisfy the equation.

    Working

    Answer

    a + b + c = 4 from (1,4),; 4a + 2b + c = 9 from (2,9),; a-b + c = 6 from (-1,6).
  2. Solve the system

    Method

    Eliminate c by subtracting equations, or use the calculator’s system solver.

    Reason

    Each subtraction removes c and leaves simpler equations in a and b.

    Working

    Answer

    Subtracting the third equation from the first gives 2b = -2, so b = -1. Subtracting the first from the second gives 3a + b = 5, so 3a = 6 and a = 2. Then c = 4-a-b = 3.

    The curve is y = 2x²-x + 3. A calculator solving the same three equations returns a = 2, b = -1, c = 3.

  3. Check every point

    Method

    Substitute the points into the fitted curve.

    Reason

    A mistyped coefficient can still give three numbers; the original points reveal it.

    Working

    Answer

    At x = 1: 2-1 + 3 = 4. At x = 2: 8-2 + 3 = 9. At x = -1: 2 + 1 + 3 = 6. All three points lie on the curve.

Three points constrain one quadratic

The solid parabola passes through three cross-marked observations. Substituting them gives a − b + c = 6, a + b + c = 4 and 4a + 2b + c = 9.

The solid parabola passes through three cross-marked observations. Substituting them gives a − b + c = 6, a + b + c = 4 and 4a + 2b + c = 9.The solid parabola passes through three cross-marked observations. Substituting them gives a − b + c = 6, a + b + c = 4 and 4a + 2b + c = 9.
The points (−1, 6), (1, 4) and (2, 9) all lie on y = 2x² − x + 3. Each known point supplies one linear condition on a, b and c in y = ax² + bx + c.
Open full-size graphOpen full-size graph
What to noticeThe curve is quadratic in x, while the three equations are linear in the unknown coefficients.
Figure data

This table is included in print while it is open.

Figure data: Three points constrain one quadratic
SeriesInput xOutput y
2x² − x + 3-1.006.000
2x² − x + 3-0.955.755
2x² − x + 3-0.905.520
2x² − x + 3-0.855.295
2x² − x + 3-0.805.080
2x² − x + 3-0.754.875
2x² − x + 3-0.704.680
2x² − x + 3-0.654.495
2x² − x + 3-0.604.320
2x² − x + 3-0.554.155
2x² − x + 3-0.504.000
2x² − x + 3-0.453.855
2x² − x + 3-0.403.720
2x² − x + 3-0.353.595
2x² − x + 3-0.303.480
2x² − x + 3-0.253.375
2x² − x + 3-0.203.280
2x² − x + 3-0.153.195
2x² − x + 3-0.103.120
2x² − x + 3-0.053.055
2x² − x + 30.003.000
2x² − x + 30.052.955
2x² − x + 30.102.920
2x² − x + 30.152.895
2x² − x + 30.202.880
2x² − x + 30.252.875
2x² − x + 30.302.880
2x² − x + 30.352.895
2x² − x + 30.402.920
2x² − x + 30.452.955
2x² − x + 30.503.000
2x² − x + 30.553.055
2x² − x + 30.603.120
2x² − x + 30.653.195
2x² − x + 30.703.280
2x² − x + 30.753.375
2x² − x + 30.803.480
2x² − x + 30.853.595
2x² − x + 30.903.720
2x² − x + 30.953.855
2x² − x + 31.004.000
2x² − x + 31.054.155
2x² − x + 31.104.320
2x² − x + 31.154.495
2x² − x + 31.204.680
2x² − x + 31.254.875
2x² − x + 31.305.080
2x² − x + 31.355.295
2x² − x + 31.405.520
2x² − x + 31.455.755
2x² − x + 31.506.000
2x² − x + 31.556.255
2x² − x + 31.606.520
2x² − x + 31.656.795
2x² − x + 31.707.080
2x² − x + 31.757.375
2x² − x + 31.807.680
2x² − x + 31.857.995
2x² − x + 31.908.320
2x² − x + 31.958.655
2x² − x + 32.009.000
Given points-1.006.000
Given points1.004.000
Given points2.009.000

Enter the system and check the solution

Before using the calculator, write every equation in the same order of unknowns, with the constants on the right. A missing unknown has coefficient 0. Then use the calculator’s simultaneous-equation solver, or a matrix row-reduction command, and copy its answer next to your written system.

Check the answer in the original conditions, not just in the equations you typed. If a check fails, compare each typed row with your written equation: a sign or a coefficient in the wrong column is the usual cause. Round only the final answers, to the accuracy the question asks for.

Check your understanding 1

Three café orders

A café charges fixed prices. Two coffees, one tea and three muffins cost $18.10. One coffee, two teas and one muffin cost $11.50. Three coffees, one tea and two muffins cost $18.60. Write a system of three equations and solve it with your calculator. Enter the price of each item in dollars.

Show answerHide answer

Let x, y and z be the prices in dollars of one coffee, one tea and one muffin.

2x + y + 3z = 18.10,; x + 2y + z = 11.50,; 3x + y + 2z = 18.60.

The solver gives x = 3.40, y = 2.60 and z = 2.90. Check the first order: 2(3.40) + 2.60 + 3(2.90) = 6.80 + 2.60 + 8.70 = 18.10. The other two orders check in the same way.

When there is no unique solution

A calculator may report that a system has no unique solution. There are two different reasons.

  • A repeated condition. One equation can be built from the others, so it adds no new information. There are infinitely many solutions. You need another independent fact about the situation.
  • Contradictory conditions. Combining equations gives a false statement such as 0 = 1. There is no solution at all. The data or the model need to be re-examined.

To tell them apart, combine equations yourself and compare the result with the remaining equation. Do not report a single solution the calculator did not give.

Check your understanding 2

Classify two systems

Both systems share their first two equations: x + y + z = 10 and x-y = 2. The third equation is 2x + z = 12 in system P and 2x + z = 13 in system Q. Classify each system.

System P
System Q

Show answerHide answer

Adding x + y + z = 10 and x-y = 2 gives 2x + z = 12 for every solution of the first two equations.

In P, the third equation is exactly this, so it is a repeated condition: infinitely many solutions. For example, x = 4, y = 2, z = 4 and x = 5, y = 3, z = 2 both satisfy P.

In Q, the third equation needs 2x + z = 13, while the first two need 12. Subtracting gives 0 = 1, so Q has no solution.

Common mistakes

  • Using a letter without saying what it represents and in what units.
  • Substituting a point into the curve with x and y swapped.
  • Entering the equations into the calculator with the coefficients in a different variable order from the one defined.
  • Accepting a solution without checking it in every original condition, or accepting negative or non-integer values where the context needs whole positive numbers.
  • Reading “no unique solution” as an error, instead of deciding whether the conditions are inconsistent or not independent.

Before you move on

Try it yourself 1

Fit a flight model, then find the landing time

Minimal support

A ball is thrown upwards from a balcony. Its height h metres above the ground, t seconds after release, is modelled by h = at² + bt + c. The model must give heights 6.875, 8.1 and 3.2 metres at t = 0.5, 1 and 2.

  1. Form and solve a system of linear equations for a, b and c.
  2. State the meaning of c in this situation.
  3. Use the model to find when the ball reaches the ground, to three significant figures, and explain why you reject the other solution.

Write your answer, then compare it with the solution

Hint 1

Each observation is one equation

Substitute each pair (t,h) into h = at² + bt + c. The squares of the times become coefficients of a. Then set the fitted height equal to zero.

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  1. Form the system

    Method

    Substitute the three observations.

    Reason

    Each observation is one condition on the three coefficients.

    Working

    Answer

    0.25a + 0.5b + c = 6.875,; a + b + c = 8.1,; 4a + 2b + c = 3.2.

    The solver gives a = -4.9, b = 9.8 and c = 3.2, so h = -4.9t² + 9.8t + 3.2. Check t = 0.5: -1.225 + 4.9 + 3.2 = 6.875.

  2. Interpret the constant

    Method

    Substitute t = 0.

    Reason

    The constant term is the model’s height at the moment of release.

    Working

    Answer

    At t = 0, h = c = 3.2. The ball is released 3.2 metres above the ground, the height of the balcony edge in this model.

  3. Solve for the landing time

    Method

    Set h = 0 and keep only a time during the flight.

    Reason

    The model describes the ball only from release until it reaches the ground.

    Working

    Answer

    Solving -4.9t² + 9.8t + 3.2 = 0 graphically, or with the quadratic formula, gives t = 16/7 ≈ 2.29 and t = -2/7.

    The negative time is before the ball was released, so it is outside the model’s domain. The ball reaches the ground after about 2.29 seconds.

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