6.7 Integrals, Exponential Functions, and Logarithms

3 min readjune 24, 2024

Logarithms and exponential functions are essential tools in calculus. They model growth, decay, and other natural phenomena, making them crucial for understanding real-world applications. Their unique properties and relationships allow for powerful mathematical manipulations.

Mastering these functions opens doors to solving complex problems in science, engineering, and finance. From population dynamics to compound interest, logarithms and exponentials provide a framework for analyzing and predicting change over time.

Logarithms and Exponential Functions

Definition of natural logarithm

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  • Defined as the integral of 1t\frac{1}{t} from 1 to xx, expressed as ln(x)=1x1tdt\ln(x) = \int_1^x \frac{1}{t} dt (definite integral)
  • of the exe^x, where ee is a mathematical constant approximately equal to 2.71828
  • Relationship between ee and natural logarithm: eln(x)=xe^{\ln(x)} = x and ln(ex)=x\ln(e^x) = x
    • Example: eln(5)=5e^{\ln(5)} = 5 and ln(e3)=3\ln(e^3) = 3

Differentiation of logarithmic functions

  • Derivative of natural logarithm: ddxln(x)=1x\frac{d}{dx} \ln(x) = \frac{1}{x}
  • Derivative of exponential function exe^x: ddxex=ex\frac{d}{dx} e^x = e^x
  • Integral of 1x\frac{1}{x}: 1xdx=lnx+C\int \frac{1}{x} dx = \ln|x| + C, where CC is the constant of integration (indefinite integral)
  • Integral of exe^x: exdx=ex+C\int e^x dx = e^x + C, where CC is the constant of integration
    • Example: ddxln(x2)=2x\frac{d}{dx} \ln(x^2) = \frac{2}{x} and e3xdx=13e3x+C\int e^{3x} dx = \frac{1}{3}e^{3x} + C

Properties in integral calculations

  • Logarithm properties for simplifying expressions:
    1. ln(ab)=ln(a)+ln(b)\ln(ab) = \ln(a) + \ln(b)
    2. ln(ab)=ln(a)ln(b)\ln(\frac{a}{b}) = \ln(a) - \ln(b)
    3. ln(ab)=bln(a)\ln(a^b) = b\ln(a)
  • Exponential function properties for simplifying expressions:
    1. ea+b=eaebe^{a+b} = e^a \cdot e^b
    2. eab=eaebe^{a-b} = \frac{e^a}{e^b}
    3. (ea)b=eab(e^a)^b = e^{ab}
  • Properties applied before integrating or after differentiating to simplify calculations
    • Example: ln(x3)dx=(3ln(x))dx=3ln(x)dx=3(xln(x)x)+C\int \ln(x^3) dx = \int (3\ln(x)) dx = 3\int \ln(x) dx = 3(x\ln(x) - x) + C

Conversion between logarithm types

  • General logarithm (base bb) to natural logarithm: logb(x)=ln(x)ln(b)\log_b(x) = \frac{\ln(x)}{\ln(b)} (change of base formula)
  • Natural logarithm to general logarithm: ln(x)=ln(b)logb(x)\ln(x) = \ln(b) \cdot \log_b(x)
  • General exponential function (base bb) to : bx=exln(b)b^x = e^{x\ln(b)}
  • Natural exponential function to general exponential function: ex=bxln(b)e^x = b^{\frac{x}{\ln(b)}}
    • Example: log2(8)=ln(8)ln(2)3\log_2(8) = \frac{\ln(8)}{\ln(2)} \approx 3 and eln(5)=5e^{\ln(5)} = 5

Applications of logarithmic integrals

  • Exponential growth and decay problems modeled using A(t)=A0ektA(t) = A_0 e^{kt}
    • A0A_0: initial amount, kk: growth or decay rate, tt: time
    • Total amount over a time interval: t1t2A0ektdt\int_{t_1}^{t_2} A_0 e^{kt} dt
  • Logarithmic functions model situations with diminishing returns or logarithmic scales (Richter scale for earthquakes, pH scale for acidity)
  • Integrating logarithmic functions finds area under the curve or average value over an interval
    • Example: Radioactive decay of a substance with half-life of 10 years, initial amount of 100 grams, total amount remaining after 5 years: 05100e0.069tdt71.65\int_0^5 100e^{-0.069t} dt \approx 71.65 grams

Behavior analysis through integration

  • Integral of logarithmic function ln(x)dx=xln(x)x+C\int \ln(x) dx = x\ln(x) - x + C
    • Analyzes area under the curve or average value over an interval
  • Integral of exponential function exdx=ex+C\int e^x dx = e^x + C
    • Analyzes area under the curve or average value over an interval
  • Comparing integrals of logarithmic and exponential functions provides insights into relative growth rates and behavior
    • Example: 1eln(x)dx0.37\int_1^e \ln(x) dx \approx 0.37 and 1eexdx6.39\int_1^e e^x dx \approx 6.39, showing exponential function grows much faster than logarithmic function

Models of exponential growth

  • Exponential growth and decay models developed by solving differential equations
    • Population growth modeled by dPdt=kP\frac{dP}{dt} = kP, where PP is population and kk is growth rate
  • Solution to differential equation found by integrating both sides, resulting in an exponential function
  • Integral of exponential function over a specific time interval represents total growth or decay during that period
  • Interpreting integral results provides insights into overall behavior of the modeled system
    • Example: Bacterial population starting with 1000 cells, doubling every hour, total population after 3 hours: 031000e0.693tdt6646\int_0^3 1000e^{0.693t} dt \approx 6646 cells

Integration techniques for logarithmic and exponential functions

  • Antiderivative: A function whose derivative is the given function
  • Integration by substitution: Used when integrating composite functions
  • Integration by parts: Useful for integrating products of functions, especially with logarithms
  • Fundamental Theorem of Calculus: Connects differentiation and integration, crucial for evaluating definite integrals

Key Terms to Review (4)

Exponential Function: An exponential function is a mathematical function where the variable appears as the exponent. These functions exhibit a characteristic pattern of growth or decay, making them important in various fields of study, including calculus, physics, and finance.
Inverse function: An inverse function is a function that reverses the effect of the original function. If $f(x)$ is a function, then its inverse $f^{-1}(x)$ satisfies $f(f^{-1}(x)) = x$ and $f^{-1}(f(x)) = x$.
Inverse Function: An inverse function is a function that reverses the relationship between the input and output of another function. It takes the output of the original function and produces the corresponding input, effectively undoing the original function's operation.
Natural exponential function: The natural exponential function is defined as $e^x$, where $e$ is Euler's number, approximately equal to 2.71828. It is a fundamental function in calculus with unique properties related to growth and decay.
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