Q.A solution is to be kept between $68^\circ$ F and $77^\circ$ F. What is the range in temperature in degree Celsius (C) if the Celsius / Fahrenheit (F) conversion formula is given by $F = \dfrac{9}{5}C + 32$?

Linear Function Evaluation — From Intuition to Precision

Imagine you're running a small stall that sells lemonade. Each glass costs ₹10. If you sell 1 glass, you earn ₹10. If you sell 5 glasses, you earn ₹50. If you sell x glasses, you earn ₹10x. That's a linear relationship — every extra glass adds exactly the same amount to your earnings.

This is the core idea behind a linear function: a rule that takes an input, multiplies it by a fixed number (the rate of change), and often adds a fixed starting amount.

The Intuition: A Machine That Adds the Same Amount Each Time

Think of a linear function as a simple machine. You feed it a number (the input), and it does two things in order:

1. Multiply that number by a constant (the slope or rate).
2. Add another constant (the intercept or starting value).

The output is the result. The key property: if you increase the input by 1, the output always increases by the same fixed amount (the slope). No surprises, no sudden jumps.

The Precise Statement

A linear function is any function that can be written in the form:

where:

• $x$ is the input (independent variable)
• $f(x)$ is the output (dependent variable)
• $m$ is the slope — the constant rate of change
• $b$ is the y-intercept — the output when $x = 0$

Evaluating a linear function means: given a specific input value, compute the corresponding output by substituting that value into the formula.

How to Evaluate — Step by Step

Suppose $f(x) = 3x + 5$. To evaluate $f(2)$:

1. Replace every $x$ in the formula with $2$:

2. Do the arithmetic:

That's it. The output when the input is $2$ equals $11$.

Why This Matters for Exams

Linear function evaluation is the foundation for:

• Solving linear equations (set $f(x) = \text{something}$ and solve for $x$)
• Understanding graphs (the slope tells you steepness, the intercept tells you where the line crosses the y-axis) …