IB Mathematics AA – Topic 2: Functions
Comprehensive Guide to Exponential & Logarithmic Functions
Introduction to Exponential & Logarithmic Functions
Exponential and logarithmic functions are among the most important functions in mathematics, describing phenomena that change multiplicatively rather than additively. From population growth and radioactive decay to compound interest and pH calculations, these functions model countless real-world processes.
Key relationship: Logarithmic functions are the inverses of exponential functions. If \(y = a^x\), then \(x = \log_a(y)\). This inverse relationship means understanding one function deeply helps understand the other.
Why they matter: Exponential functions grow (or decay) at rates proportional to their current value—the bigger they get, the faster they grow. Logarithms allow us to solve equations where the unknown is in an exponent, compress large ranges of values, and linearize exponential data.
In this guide: We'll explore exponential functions and their graphs, understand logarithms as inverses, master the laws of logarithms, learn to solve exponential and logarithmic equations, identify asymptotes and intercepts, and develop the skills to analyze and sketch these crucial functions for IB exams.
1. Exponential Functions
Definition and Forms
General Form of Exponential Function:
\(f(x) = a \cdot b^x\) or \(f(x) = a \cdot e^{kx}\)
where \(a \neq 0\), \(b > 0\), \(b \neq 1\), \(k \neq 0\)
- \(a\): initial value (y-intercept when \(x=0\))
- \(b\) or \(e^k\): base (determines growth/decay rate)
- If \(b > 1\) or \(k > 0\): exponential growth
- If \(0 < b < 1\) or \(k < 0\): exponential decay
- \(e \approx 2.71828\): natural base (most important in calculus)
Key Properties
Properties of \(f(x) = a \cdot b^x\):
- Domain: All real numbers, \(x \in \mathbb{R}\)
- Range: \(y > 0\) if \(a > 0\); \(y < 0\) if \(a < 0\)
- y-intercept: \((0, a)\) since \(f(0) = a \cdot b^0 = a\)
- x-intercept: None (function never equals zero)
- Horizontal asymptote: \(y = 0\) (x-axis)
- Always increasing if \(b > 1\); always decreasing if \(0 < b < 1\)
- One-to-one: Each output corresponds to exactly one input
Transformations
General Transformed Form:
\(f(x) = a \cdot b^{k(x-h)} + c\)
- \(a\): vertical stretch/compression and reflection
- \(h\): horizontal shift (right if \(h > 0\))
- \(c\): vertical shift (horizontal asymptote moves to \(y = c\))
- \(k\): horizontal stretch/compression
⚠ Common Pitfalls:
- Confusing \(b^x\) and \(x^b\): Exponential has variable in exponent!
- Domain restriction: \(b\) must be positive (can't take even roots of negatives)
- Base \(b \neq 1\): If \(b = 1\), function is constant, not exponential
- Asymptote confusion: Horizontal asymptote is \(y = c\) (vertical shift), not \(y = 0\) always
Example 1: Analyzing Exponential Functions
Problem: Consider the function \(f(x) = 3 \cdot 2^x - 6\)
(a) State the horizontal asymptote
(b) Find the y-intercept
(c) State the domain and range
(d) Determine if the function represents growth or decay
Solution:
(a) Horizontal asymptote:
The general form is \(f(x) = a \cdot b^x + c\)
Here: \(a = 3\), \(b = 2\), \(c = -6\)
Horizontal asymptote is at \(y = c\)
Horizontal asymptote: \(y = -6\)
(b) y-intercept: Set \(x = 0\)
\(f(0) = 3 \cdot 2^0 - 6 = 3 \cdot 1 - 6 = 3 - 6 = -3\)
y-intercept: \((0, -3)\)
(c) Domain and Range:
Domain: Exponential functions are defined for all real numbers
Domain: \(x \in \mathbb{R}\)
Range: Since \(a = 3 > 0\) and base \(b = 2 > 1\), function grows from asymptote upward
Minimum value approaches asymptote \(y = -6\) (but never reaches it)
Range: \(y > -6\) or \(y \in (-6, \infty)\)
(d) Growth or Decay:
Base \(b = 2 > 1\)
Exponential growth
2. Logarithmic Functions
Definition as Inverse Functions
A logarithm answers the question: "To what power must the base be raised to get this number?"
Logarithm Definition
\(y = \log_b(x) \Leftrightarrow b^y = x\)
where \(b > 0\), \(b \neq 1\), and \(x > 0\)
Key relationship: Logarithmic and exponential functions are inverses
Important Bases
Three Common Logarithms:
- Common logarithm: \(\log_{10}(x)\) often written as \(\log(x)\)
- Natural logarithm: \(\log_e(x)\) written as \(\ln(x)\) (most important in calculus)
- Binary logarithm: \(\log_2(x)\) (used in computer science)
Properties of Logarithmic Functions
For \(f(x) = \log_b(x)\):
- Domain: \(x > 0\) (only positive numbers have real logarithms)
- Range: All real numbers, \(y \in \mathbb{R}\)
- x-intercept: \((1, 0)\) since \(\log_b(1) = 0\) (any base to power 0 equals 1)
- y-intercept: None (can't evaluate at \(x = 0\))
- Vertical asymptote: \(x = 0\) (y-axis)
- Always increasing if \(b > 1\); always decreasing if \(0 < b < 1\)
- Passes through \((b, 1)\) since \(\log_b(b) = 1\)
Laws of Logarithms
Essential Logarithm Laws:
1. Product Rule: \(\log_b(xy) = \log_b(x) + \log_b(y)\)
Log of a product = sum of logs
2. Quotient Rule: \(\log_b\left(\frac{x}{y}\right) = \log_b(x) - \log_b(y)\)
Log of a quotient = difference of logs
3. Power Rule: \(\log_b(x^n) = n \cdot \log_b(x)\)
Log of a power = exponent times log
4. Change of Base: \(\log_b(x) = \frac{\log_k(x)}{\log_k(b)}\)
Convert to any base \(k\) (often use \(k = 10\) or \(e\))
5. Special Values:
\(\log_b(1) = 0\) and \(\log_b(b) = 1\)
6. Inverse Properties:
\(b^{\log_b(x)} = x\) and \(\log_b(b^x) = x\)
⚠ Logarithm Pitfalls:
- Domain restriction: \(\log(x)\) only defined for \(x > 0\) (no log of zero or negatives in real numbers)
- Not distributive: \(\log(x + y) \neq \log(x) + \log(y)\)
- Power rule direction: \(n\log(x) = \log(x^n)\), not \(\log(nx)\)
- Change of base needed for calculator: Most calculators only have \(\log\) (base 10) and \(\ln\) (base \(e\))
Example 2: Logarithm Laws
Problem: Simplify the following expressions:
(a) \(\log_3(27) + \log_3(9)\)
(b) \(2\ln(x) - \ln(x^2 - 1) + \ln(x + 1)\)
Solution:
(a) \(\log_3(27) + \log_3(9)\)
First, evaluate each logarithm:
\(\log_3(27) = \log_3(3^3) = 3\)
\(\log_3(9) = \log_3(3^2) = 2\)
So: \(3 + 2 = 5\)
Answer: 5
Alternative using product rule:
\(\log_3(27 \times 9) = \log_3(243) = \log_3(3^5) = 5\)
(b) \(2\ln(x) - \ln(x^2 - 1) + \ln(x + 1)\)
Apply power rule: \(2\ln(x) = \ln(x^2)\)
\(= \ln(x^2) - \ln(x^2 - 1) + \ln(x + 1)\)
Apply quotient rule to first two terms:
\(= \ln\left(\frac{x^2}{x^2 - 1}\right) + \ln(x + 1)\)
Apply product rule:
\(= \ln\left(\frac{x^2(x + 1)}{x^2 - 1}\right)\)
Factor denominator: \(x^2 - 1 = (x-1)(x+1)\)
\(= \ln\left(\frac{x^2(x + 1)}{(x-1)(x+1)}\right)\)
Cancel \((x+1)\):
\(= \ln\left(\frac{x^2}{x-1}\right)\)
3. Solving Exponential and Logarithmic Equations
Solving Exponential Equations
Three Methods:
Method 1: Same Base
If \(b^{f(x)} = b^{g(x)}\), then \(f(x) = g(x)\)
Example: \(2^{3x} = 2^{15}\) → \(3x = 15\) → \(x = 5\)
Method 2: Take Logarithms
If \(b^x = c\), take log of both sides: \(x\log(b) = \log(c)\)
\(x = \frac{\log(c)}{\log(b)}\)
Example: \(2^x = 50\) → \(x = \frac{\log(50)}{\log(2)} \approx 5.64\)
Method 3: Substitution (for quadratic form)
If equation has \(b^{2x}\) and \(b^x\), let \(u = b^x\)
Example: \(4^x - 2^{x+1} - 8 = 0\) → Let \(u = 2^x\), get \(u^2 - 2u - 8 = 0\)
Solving Logarithmic Equations
Strategy:
- Combine logarithms using log laws (if multiple logs)
- Exponentiate both sides to eliminate logarithm
- Solve the resulting equation
- Check domain: Verify solution makes arguments positive
Example: \(\log_2(x) + \log_2(x-3) = 2\)
\(\log_2(x(x-3)) = 2\)
\(x(x-3) = 2^2 = 4\)
\(x^2 - 3x - 4 = 0\)
\((x-4)(x+1) = 0\)
\(x = 4\) or \(x = -1\)
Check: \(x = -1\) gives \(\log_2(-1)\) which is undefined
Solution: \(x = 4\) only
💡 Solving Tips:
- For exponential equations: isolate exponential term, then take logarithms
- For logarithmic equations: combine logs, then exponentiate
- Always check solutions in original equation (especially for logs)
- Use \(\ln\) when base is \(e\), otherwise use change of base
- GDC can solve numerically—use for verification or when algebra is complex
Example 3: Solving Exponential and Logarithmic Equations (IB-Style)
Problem:
(a) Solve: \(5^{2x-1} = 200\) (give answer to 3 significant figures)
(b) Solve: \(\ln(x+2) + \ln(x-1) = \ln(8)\)
Solution:
(a) \(5^{2x-1} = 200\)
Take logarithm of both sides (using any base—here we'll use common log):
\(\log(5^{2x-1}) = \log(200)\)
Apply power rule:
\((2x-1)\log(5) = \log(200)\)
Divide both sides by \(\log(5)\):
\(2x - 1 = \frac{\log(200)}{\log(5)}\)
\(2x = \frac{\log(200)}{\log(5)} + 1\)
\(2x = \frac{2.301}{0.699} + 1\)
\(2x = 3.292 + 1 = 4.292\)
\(x = 2.146\)
\(x = 2.15\) (to 3 s.f.)
(b) \(\ln(x+2) + \ln(x-1) = \ln(8)\)
Apply product rule on left side:
\(\ln[(x+2)(x-1)] = \ln(8)\)
Since logs are equal, arguments must be equal:
\((x+2)(x-1) = 8\)
Expand:
\(x^2 + x - 2 = 8\)
\(x^2 + x - 10 = 0\)
Use quadratic formula:
\(x = \frac{-1 \pm \sqrt{1 + 40}}{2} = \frac{-1 \pm \sqrt{41}}{2}\)
\(x = \frac{-1 + 6.403}{2} = 2.702\) or \(x = \frac{-1 - 6.403}{2} = -3.702\)
Check domains:
For \(x = 2.702\): \(x + 2 = 4.702 > 0\) ✓ and \(x - 1 = 1.702 > 0\) ✓
For \(x = -3.702\): \(x + 2 = -1.702 < 0\) ✗ (can't take log of negative)
\(x = \frac{-1 + \sqrt{41}}{2} \approx 2.70\)
4. Graphs, Asymptotes, and Intercepts
Comparing Exponential and Logarithmic Graphs
Key Graph Features:
| Property | Exponential \(y = b^x\) | Logarithmic \(y = \log_b(x)\) |
|---|---|---|
| Domain | All reals (\(\mathbb{R}\)) | \(x > 0\) |
| Range | \(y > 0\) | All reals (\(\mathbb{R}\)) |
| Asymptote | Horizontal: \(y = 0\) | Vertical: \(x = 0\) |
| x-intercept | None | \((1, 0)\) |
| y-intercept | \((0, 1)\) | None |
| Key Point | \((1, b)\) | \((b, 1)\) |
| Relationship | Inverse functions—reflect across \(y = x\) | |
Sketching Guidelines
Steps for Sketching:
- Identify the function type (exponential or logarithmic)
- Find and draw asymptotes (dashed lines)
- Find and plot intercepts
- Identify key points (like \((1, b)\) for exponential, \((b, 1)\) for log)
- Determine if function is increasing or decreasing
- Sketch smooth curve through points, approaching asymptotes
- Verify with GDC
⚠ Graphing Mistakes:
- Wrong asymptote direction: Exponential has horizontal, logarithmic has vertical
- Crossing asymptotes: Curves approach but never touch/cross asymptotes
- Wrong domain: Logarithmic only defined for \(x > 0\)
- Incorrect intercepts: Know which functions have which intercepts
📋 Exponential & Logarithmic Functions Summary
Essential Formulas:
- \(y = \log_b(x) \Leftrightarrow b^y = x\)
- \(\log_b(xy) = \log_b(x) + \log_b(y)\)
- \(\log_b(x/y) = \log_b(x) - \log_b(y)\)
- \(\log_b(x^n) = n\log_b(x)\)
- Change of base: \(\log_b(x) = \frac{\ln(x)}{\ln(b)}\)
- \(e^{\ln(x)} = x\) and \(\ln(e^x) = x\)
🎯 IB Exam Strategy
Common Question Types:
- "Solve exponentially": Take logs of both sides or match bases
- "Simplify using log laws": Apply product, quotient, power rules
- "Sketch the function": Identify asymptote, intercepts, key points
- "Find the inverse": Exponential and log are inverses—swap and solve
- "Express in form \(y = ae^{kx} + c\)": Use log laws to rearrange
Calculator Tips:
- Use \(\ln\) button for natural log, \(\log\) for base 10
- For other bases, use change of base formula
- Graph to verify solutions and check domain
- Use solver/equation mode for numerical solutions
🎉 Master Exponential & Logarithmic Functions!
Exponential and logarithmic functions are fundamental to advanced mathematics and science. Understanding their inverse relationship, mastering the laws of logarithms, and developing solving techniques prepares you for calculus, differential equations, and countless applications in the real world!
Key Success Factors:
- ✓ Exponential and logarithmic are inverse functions
- ✓ Master the three log laws: product, quotient, power
- ✓ Domain: exponential = all reals; logarithmic = positive only
- ✓ To solve exponential: take logs; to solve logarithmic: exponentiate
- ✓ Always check domain when solving log equations
- ✓ Use change of base for calculator computations
Understand Inverses • Apply Log Laws • Check Domains
Master these functions and excel in IB Mathematics! 🚀