In mathematics, exponential functions are useful for modelling situations with rapid growth or decay over time. These functions are common in science, finance, population studies, and computer science. Unlike linear functions, which grow at a steady rate, exponential functions grow at a pace that depends on their current value. This makes them suitable for modelling things like compound interest, population growth, radioactive decay, and viral spread.
This guide will help you understand what an exponential function is, how to use the exponential function formula, examine graphs of exponential functions, see examples of exponential functions, and identify their domain and range.
Table of Contents
An exponential function is a mathematical expression where a constant base is raised to a variable exponent. It is written as:
f(x) = a · b^x
Where:
a is a constant and a ≠ 0
b is the base of the exponential (b > 0 and b ≠ 1)
x is the exponent (independent variable)
Exponential functions are unique because the variable appears in the exponent, while in polynomial functions, the variable is the base.
Growth: If b > 1, the function indicates exponential growth.
Decay: If 0 < b < 1, the function shows exponential decay.
Understanding what an exponential function is helps solve real-world problems where quantities double or halve over time.
The general formula for exponential functions is:
f(x) = a · b^x
Where:
f(x) is the output
a is the initial value
b is the base (the growth or decay rate)
x is the exponent
Common Forms:
Type Formula Condition
Exponential Growth f(x) = a · (1 + r)^x r > 0
Exponential Decay f(x) = a · (1 - r)^x 0 < r < 1
Natural Exponential f(x) = a · e^x e ≈ 2.718
Understanding the exponential function formula is vital for using these functions in various mathematical models.
Graphs of exponential functions have distinct shapes based on whether they show growth or decay.
Key Features of the Graph:
Passes through the point (0, a)
Increases rapidly for exponential growth
Decreases toward zero for exponential decay
Never touches the x-axis (horizontal asymptote)
Domain: all real numbers
Range: depends on the sign of a (see the next section)
Example:
For f(x) = 2^x
The graph increases rapidly as x increases.
It passes through (0, 1), (1, 2), (2, 4), etc.
Example:
For f(x) = (1/2)^x
The graph decays and gets closer to zero as x increases.
These graphs of exponential functions help visualise how quickly quantities grow or decay in real situations.
Rapid increase or decrease
Always positive (if a > 0)
Asymptotic to the x-axis
Can be reflected across the x-axis if a < 0
The exponent must be a variable (e.g., x), not a constant
Mastering these characteristics improves your understanding of exponential functions in different contexts.
Let’s look at some real-world examples of exponential functions that show growth and decay.
A = P(1 + r)^t
P = 1000, r = 5%, t = 3
A = 1000(1 + 0.05)^3 = 1157.63
P(t) = 500 · 2^t
After 3 hours: P(3) = 500 · 8 = 4000
N(t) = 1000 · (1/2)^t
After 2 half-lives: N(2) = 1000 · (1/4) = 250
V(t) = 10 · 2^t
After 5 days: V(5) = 10 · 32 = 320
f(x) = 3e^x
f(1) = 3e = 3 × 2.718 ≈ 8.154
These examples show how exponential functions effectively model real changes.
Understanding the domain and range of exponential functions is essential for graphing and solving problems.
Domain:
The domain of all exponential functions is (-∞, ∞).
This means x can take any real value.
Range:
Depends on the sign of a.
If a > 0, the range is (0, ∞).
If a < 0, the range is (-∞, 0).
Function
Domain Range
f(x) = 2^x (-∞, ∞) (0, ∞)
f(x) = -3^x (-∞, ∞) (-∞, 0)
Special Notes:
The graph never touches the x-axis.
The y-values get closer to but never reach the horizontal asymptote (usually y = 0).
Knowing the domain and range of exponential functions helps determine limits and behaviours of exponential models.
Exponential Growth Is Always Fast
Growth depends on the base; if it is close to 1, it grows slowly.
Exponential Decay Reaches Zero
It never really reaches zero; it approaches asymptotically.
All Exponential Graphs Look the Same
The sign of a and the base value greatly affect the shape.
Exponential and Polynomial Functions Are Similar
Exponentials grow faster than polynomials for large x.
Exponential Functions Only Model Growth
They also model decay, which is common in nature and science.
The Constant ‘e’
Approximately 2.718, it is the base of natural exponential functions.
Named by Leonhard Euler
The famous mathematician who introduced the constant e.
Used in Algorithms
Many machine learning and computer algorithms use exponentials.
Appears in Nature
Population growth, decay, and even tree branching can be modelled exponentially.
Basis of Scientific Notation
Very large or very small numbers are managed using exponents in science.
Question: Evaluate f(x) = 2^x when x = 4
Solution: f(4) = 2^4 = 16
Question: Is f(x) = 3^x exponential growth or decay?
Solution:
Base = 3 > 1, so it is growth.
But the negative sign flips the graph below the x-axis.
Question: What is the domain and range of f(x) = -2^x?
Solution:
Domain = (-∞, ∞)
Range = (-∞, 0)
Question: f(x) = 500 · (1/2)^x. Find f(3).
Solution:
f(3) = 500 · (1/8) = 62.5
Question: Find the output of f(x) = e^x when x = 1.
Solution:
f(1) = e ≈ 2.718
In conclusion, exponential functions are important in mathematics and real-world applications. They help model population growth, radioactive decay, financial changes, and technology trends. By mastering the exponential function formula, examining graphs of exponential functions, applying real-world examples, and understanding their domain and range, students can build a strong foundation in this powerful mathematical concept. Knowing what an exponential function is and how it operates opens up opportunities for deeper learning in algebra, calculus, and data science. With proper understanding and practice, exponential functions become more than just a textbook topic; they become practical tools for solving everyday problems.
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Ans: An exponential function is a mathematical function of the form f(x) = a·r^x, where a is not equal to 0 and r is greater than 0.
Ans: The key rules are that the base r must be positive, r cannot equal 1, and the exponent is a variable.
Ans: No, 2x is a linear function. An exponential function has the variable in the exponent, like 2^x.
Ans: In an exponential function f(x) = a·r^x, r is the constant base or growth or decay factor.
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