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4.3 Derivatives of Exponential and Logarithmic Functions

3 min readaugust 7, 2024

Exponential and logarithmic functions are key players in calculus. They have unique properties that make them essential for modeling growth, decay, and other real-world phenomena. Their derivatives follow special rules that simplify many calculations.

Understanding these functions and their derivatives is crucial for tackling more complex problems. They're used in everything from compound interest to population growth, making them indispensable tools in your calculus toolkit.

Exponential Functions

Natural Exponential Function and Euler's Number

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  • The is defined as f(x)=exf(x) = e^x
  • ee is , an important mathematical constant approximately equal to 2.71828
  • Euler's number (ee) is defined as the limit of (1+1n)n(1 + \frac{1}{n})^n as nn approaches infinity
  • The natural has the unique property that its derivative is itself: ddxex=ex\frac{d}{dx}e^x = e^x
  • This property makes the natural exponential function fundamental in calculus and mathematical analysis

Exponential Function with Base aa

  • The exponential function with base aa is defined as f(x)=axf(x) = a^x, where aa is a positive real number not equal to 1
  • The derivative of the exponential function with base aa is given by ddxax=axln(a)\frac{d}{dx}a^x = a^x \ln(a)
  • The exponential function with base aa can be expressed in terms of the natural exponential function: ax=exln(a)a^x = e^{x\ln(a)}
  • This relationship allows for the calculation of derivatives and integrals of exponential functions with any base using the properties of the natural exponential function
  • Common bases for exponential functions include 2 (binary exponential function) and 10 (decimal exponential function)

Logarithmic Functions

Natural Logarithm and Logarithmic Function with Base aa

  • The , denoted as ln(x)\ln(x) or loge(x)\log_e(x), is the inverse function of the natural exponential function
  • The natural logarithm is defined for all positive real numbers xx and satisfies the equation ln(ex)=x\ln(e^x) = x
  • The derivative of the natural logarithm is given by ddxln(x)=1x\frac{d}{dx}\ln(x) = \frac{1}{x}
  • The with base aa, denoted as loga(x)\log_a(x), is the inverse function of the exponential function with base aa
  • The logarithmic function with base aa is related to the natural logarithm by the : loga(x)=ln(x)ln(a)\log_a(x) = \frac{\ln(x)}{\ln(a)}
  • The derivative of the logarithmic function with base aa is given by ddxloga(x)=1xln(a)\frac{d}{dx}\log_a(x) = \frac{1}{x\ln(a)}

Logarithmic Differentiation

  • is a technique used to differentiate functions that are products, quotients, or powers of simpler functions
  • The process involves taking the natural logarithm of both sides of an equation and then differentiating using the properties of logarithms
  • Logarithmic differentiation is particularly useful when dealing with functions of the form f(x)=[g(x)]h(x)f(x) = [g(x)]^{h(x)}
  • The steps for logarithmic differentiation are:
    1. Take the natural logarithm of both sides of the equation
    2. Use the properties of logarithms to simplify the equation
    3. Differentiate both sides of the equation using the
    4. Solve for the derivative of the original function
  • Logarithmic differentiation simplifies the process of finding derivatives for complex functions, such as f(x)=xxf(x) = x^x or f(x)=(sin(x))cos(x)f(x) = (\sin(x))^{\cos(x)}
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© 2024 Fiveable Inc. All rights reserved.
AP® and SAT® are trademarks registered by the College Board, which is not affiliated with, and does not endorse this website.

© 2024 Fiveable Inc. All rights reserved.
AP® and SAT® are trademarks registered by the College Board, which is not affiliated with, and does not endorse this website.
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