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Adaptive

Learn Exponential and Logarithmic Functions

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Session Length

~15 min

Adaptive Checks

14 questions

Transfer Probes

9

Lesson Notes

Exponential functions model quantities that grow or decay at a rate proportional to their current value. The general form f(x) = a * b^x describes exponential growth when b > 1 and exponential decay when 0 < b < 1. The natural exponential function f(x) = e^x, where e is approximately 2.71828, is fundamental in calculus, finance, and the natural sciences.

Logarithmic functions are the inverses of exponential functions. The logarithm log_b(x) answers the question: to what power must the base b be raised to produce x? Common bases include 10 (common log), e (natural log, ln), and 2 (used in computer science). Properties of logarithms -- the product rule, quotient rule, power rule, and change of base formula -- are essential tools for simplifying expressions and solving exponential equations.

These functions appear throughout real-world applications: compound interest and continuous compounding in finance, population growth and radioactive decay in science, pH calculations in chemistry, the Richter scale for earthquakes, and decibel scales for sound intensity. Solving exponential and logarithmic equations requires fluency with logarithm properties and the ability to convert between exponential and logarithmic forms. This topic is central to AP Precalculus and serves as a gateway to calculus concepts like the derivative of e^x.

You'll be able to:

  • Graph exponential functions and identify key features including asymptotes, y-intercepts, and growth/decay behavior
  • Convert between exponential and logarithmic forms and evaluate logarithms in various bases
  • Apply the product, quotient, power, and change of base properties to simplify logarithmic expressions
  • Solve exponential and logarithmic equations using algebraic techniques and domain checking
  • Model real-world phenomena including compound interest, half-life, and population growth using exponential functions

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Key Concepts

Exponential Function

A function of the form f(x) = a * b^x where a is the initial value and b is the base. Exhibits growth when b > 1 and decay when 0 < b < 1.

Example: f(x) = 100 * (1.05)^x models an investment growing at 5% per year, where 100 is the initial amount.

Logarithm

The inverse of exponentiation. log_b(x) = y means b^y = x. It answers: what exponent of base b gives x?

Example: log_2(8) = 3 because 2^3 = 8. log_10(1000) = 3 because 10^3 = 1000.

Natural Logarithm (ln)

The logarithm with base e (approximately 2.71828). Written as ln(x) = log_e(x). Central to calculus and continuous growth models.

Example: ln(e) = 1, ln(e^3) = 3, ln(1) = 0.

Product Rule of Logarithms

log_b(MN) = log_b(M) + log_b(N). The logarithm of a product equals the sum of the logarithms.

Example: log(6) = log(2 * 3) = log(2) + log(3).

Quotient Rule of Logarithms

log_b(M/N) = log_b(M) - log_b(N). The logarithm of a quotient equals the difference of the logarithms.

Example: log(5/2) = log(5) - log(2).

Power Rule of Logarithms

log_b(M^n) = n * log_b(M). The logarithm of a power equals the exponent times the logarithm of the base.

Example: log(x^3) = 3 * log(x). ln(e^5) = 5 * ln(e) = 5.

Change of Base Formula

log_b(x) = log_c(x) / log_c(b) for any valid base c. Allows conversion between logarithm bases, typically to base 10 or e for calculator use.

Example: log_2(10) = log(10) / log(2) = 1 / 0.301 = 3.322.

Exponential Growth and Decay

Growth occurs when the base b > 1 (quantity increases over time). Decay occurs when 0 < b < 1 (quantity decreases). Rate models: A = A_0 * e^(kt) where k > 0 is growth and k < 0 is decay.

Example: Radioactive decay: A(t) = 100 * e^(-0.05t) models 100 grams of a substance decaying with rate constant k = -0.05.

More terms are available in the glossary.

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Concept Map

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Worked Example

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Adaptive Practice

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What you get while practicing:

  • Math Lens cues for what to look for and what to ignore.
  • Progressive hints (direction, rule, then apply).
  • Targeted feedback when a common misconception appears.

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