This article uses algebraic logic to solve very specific problems. Although intelligence analysis can be a bit messier than algebra, the process is essentially the same. We use our information (datasets) and the questions we need to answer (requirements) to define our real-world problem. We use analytic techniques, rather than linear equations, as our roadmaps, and we find solutions (findings) that we communicate in a standardized language, ensuring our decision-maker understands the reliability of our information, our confidence in our analysis, and the degree to which our estimates are likely to be the future outcomes. We go from A to B, but not always in a straight line.
Setting up a Linear Equation to Solve a Real-World Application
To set up or model a linear equation to fit a real-world application, we must first determine the known quantities and define the unknown quantity as a variable. Then, we begin to interpret the words as mathematical expressions using mathematical symbols.
Let us use the car rental example above. In this case, a known cost, such as ?0.10/mi, is multiplied by an unknown quantity, the number of miles driven. Therefore, we can write \(0.01()x\). This expression represents a variable cost because it changes
according to the number of miles driven.
If a quantity is independent of a variable, we usually just add or subtract it, according to the problem. As these amounts do not change, we call them fixed costs. Consider a car rental agency that charges
?0.10/mi plus a daily fee of ?50. We can use these quantities to model an equation that can be used to find the daily car rental cost \(C\).
\(C=0.10x+50\)
When dealing with real-world applications, there are certain expressions that we can translate directly into math. (Figure) lists some common verbal expressions and their equivalent mathematical expressions.
Verbal | Translation to Math Operations |
---|---|
One number exceeds another by \(a\) | \(x, x + a\) |
Twice a number | \(2x\) |
One number is \(a\) more than another number | \(x, x + a\) |
One number is \(a\) less than twice another number | \(x, 2x, a\) |
The product of a number and \(a\), decreased by \(b\) | \(ax - b\) |
The quotient of a number and the number plus \(a\) is three times the number | \(\frac{x}{x+a} = 3x\) |
The product of three times a number and the number decreased by \(b\) is \(c\) | \(3x (x-b) = c\) |
Given a real-world problem, model a linear equation to fit it.
- Identify known quantities.
- Assign a variable to represent the unknown quantity.
- If there is more than one unknown quantity, find a way to write the second unknown in terms of the first.
- Write an equation interpreting the words as mathematical operations.
- Solve the equation. Be sure the solution can be explained in words, including the units of measure.
Modeling a Linear Equation to Solve an Unknown Number Problem
Find a linear equation to solve for the following unknown quantities: One number exceeds another number by 17 and their sum is 31. Find the two numbers.
Let \(x\) equal the first number. Then, as the second number exceeds the first by 17, we
can write the second number as \(x+ 17\). The sum of the two numbers is 31. We usually interpret the word is as an equal sign.
\(x+ (x+17) = 31\)
\(2x +17 = 31\) Simplify and solve
\(2x = 14\)
\(x = 7\)
\(x + 17 = 7 + 17\)
\(= 24\)
The two numbers are 7 and 24.
Find a linear equation to solve for the following unknown quantities: One number is three more than twice another number. If the sum of the two numbers is 36, find the numbers.
There are two cell phone companies that offer different packages. Company A charges a monthly service fee of ?34 plus ?.05/min talk-time. Company B charges a monthly service fee of ?40 plus ?.04/min talk-time.
b. If the average number of minutes used each month is 1,160, which company offers the better plan?
c. If the average number of minutes used each month is 420, which company offers the better plan?
d. How many minutes of talk-time would yield equal monthly statements from both companies?
a. The model for Company A can be written as \(A = 0.05x + 34\). This includes the variable cost of \(0.05x\) plus the monthly service charge of ?34. Company B's package charges a higher monthly fee of ?40, but a lower variable cost of \(0.04x\) Company B’s model can be written as \(B = 0.04x + ?40\).
Company A |
\(= 0.05 (1,160) + 34\) \(= 58 + 34\) \(= 92\) |
---|---|
Company B |
\(= 0.04 (1,160) + 40\) \(= 46.4 + 40\) \(= 86.4\) |
Company A |
\(= 0.05 (420) + 34\) \(= 21+ 34\) \(= 55\) |
---|---|
Company B |
\(= 0.04 (420) + 40\) \(= 16.8 + 40\) \(= 56.4\) |
d. To answer the question of how many talk-time minutes would yield the same bill from both companies, we should think about the problem in terms of \(xm y\) coordinates: At what point are both the \(x\)-value and the \(y\)-value equal? We can find this point by setting the equations equal to each other and solving for \(x\).

Find a linear equation to model this real-world application: It costs ABC electronics company ?2.50 per unit to produce a part used in a popular brand of desktop computers. The company has monthly operating expenses of ?350 for utilities and ?3,300 for salaries. What are the company’s monthly expenses?
\(C=2.5x+3,650\)