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Essential Concepts
Integrals, Exponential Functions, and Logarithms
- The earlier treatment of logarithms and exponential functions did not define the functions precisely and formally. This section develops the concepts in a mathematically rigorous way.
- The cornerstone of the development is the definition of the natural logarithm in terms of an integral.
- The function [latex]{e}^{x}[/latex] is then defined as the inverse of the natural logarithm.
- General exponential functions are defined in terms of [latex]{e}^{x},[/latex] and the corresponding inverse functions are general logarithms.
- Familiar properties of logarithms and exponents still hold in this more rigorous context.
Exponential Growth and Decay
- Exponential growth and exponential decay are two of the most common applications of exponential functions.
- Systems that exhibit exponential growth follow a model of the form [latex]y={y}_{0}{e}^{kt}.[/latex]
- In exponential growth, the rate of growth is proportional to the quantity present. In other words, [latex]{y}^{\prime }=ky.[/latex]
- Systems that exhibit exponential growth have a constant doubling time, which is given by [latex](\text{ln}2)\text{/}k.[/latex]
- Systems that exhibit exponential decay follow a model of the form [latex]y={y}_{0}{e}^{\text{−}kt}.[/latex]
- Systems that exhibit exponential decay have a constant half-life, which is given by [latex](\text{ln}2)\text{/}k.[/latex]
Calculus of the Hyperbolic Functions
- Hyperbolic functions are defined in terms of exponential functions.
- Term-by-term differentiation yields differentiation formulas for the hyperbolic functions. These differentiation formulas give rise, in turn, to integration formulas.
- With appropriate range restrictions, the hyperbolic functions all have inverses.
- Implicit differentiation yields differentiation formulas for the inverse hyperbolic functions, which in turn give rise to integration formulas.
- The most common physical applications of hyperbolic functions are calculations involving catenaries.
Key Equations
- Natural logarithm function
- [latex]\text{ln}x={\displaystyle\int }_{1}^{x}\frac{1}{t}dt[/latex] Z
- Exponential function[latex]y={e}^{x}[/latex]
- [latex]\text{ln}y=\text{ln}({e}^{x})=x[/latex] Z
Glossary
- catenary
- a curve in the shape of the function [latex]y=a\text{cosh}(x\text{/}a)[/latex] is a catenary; a cable of uniform density suspended between two supports assumes the shape of a catenary
- doubling time
- if a quantity grows exponentially, the doubling time is the amount of time it takes the quantity to double, and is given by [latex]\frac{(\text{ln}2)}{k}[/latex]
- exponential decay
- systems that exhibit exponential decay follow a model of the form [latex]y={y}_{0}{e}^{\text{−}kt}[/latex]
- exponential growth
- systems that exhibit exponential growth follow a model of the form [latex]y={y}_{0}{e}^{kt}[/latex]
- half-life
- if a quantity decays exponentially, the half-life is the amount of time it takes the quantity to be reduced by half. It is given by [latex]\frac{(\text{ln}2)}{k}[/latex]
Study Tips
The Natural Logarithm as an Integral
- Visualize the logarithm as an area under a curve
- Practice using logarithm properties to manipulate expressions
- Remember the domain restriction [latex](x > 0)[/latex] for [latex]\ln x[/latex]
Properties of the Exponential Function
- Visualize [latex]e[/latex] as the [latex]x[/latex]-coordinate where area under [latex]\frac{1}{t}[/latex] curve equals [latex]1[/latex]
- Practice using exponential properties to manipulate expressions
- Connect differentiation and integration of exponential functions
General Logarithmic and Exponential Functions
- Practice converting between general exponential and logarithmic forms.
- Memorize the key derivative and integral formulas for [latex]a^x[/latex] and [latex]\log_a x[/latex].
- Remember that all logarithmic functions are constant multiples of each other.
- When differentiating or integrating expressions with general bases, convert to natural logarithms or exponentials first if needed.
- Pay attention to the chain rule when dealing with composite functions involving exponentials or logarithms.
Exponential Growth Model
- Understand the significance of the growth constant [latex]k[/latex] in determining the rate of growth.
- When solving exponential growth problems, use logarithms to isolate the variable of interest.
- For compound interest problems, pay attention to whether the interest is compounded continuously or at discrete intervals.
- Remember that the doubling time is constant in exponential growth, regardless of the initial quantity.
Exponential Decay Model
- Understand the significance of the decay constant [latex]k[/latex] in determining the rate of decay.
- When solving exponential decay problems, use logarithms to isolate the variable of interest.
- For Newton’s Law of Cooling problems, pay attention to the ambient temperature and its effect on the decay rate.
- Remember that the half-life is constant in exponential decay, regardless of the initial quantity.
Derivatives and Integrals of the Hyperbolic Functions
- Memorize the definitions of [latex]\sinh[/latex] and [latex]\cosh[/latex] in terms of exponentials.
- Practice deriving the derivatives of hyperbolic functions from their definitions.
- Notice the patterns in the derivative formulas and compare them with trigonometric function derivatives.
- When integrating, look for opportunities to use u-substitution, especially with composites of hyperbolic functions.
- Remember that [latex]\cosh x[/latex] is always positive, which can simplify some integrals (e.g., when dealing with absolute value).
- When solving problems, consider whether using hyperbolic function identities might simplify the expression.
Calculus of Inverse Hyperbolic Functions
- Memorize the domains and ranges of inverse hyperbolic functions.
- Notice the similarities between derivatives of inverse hyperbolic and inverse trigonometric functions.
- When integrating, pay attention to the form of the integrand to identify which inverse hyperbolic function to use.
- Remember that [latex]\tanh^{-1} x[/latex] and [latex]\coth^{-1} x[/latex] have the same derivative, so context is important when integrating [latex]\frac{1}{1-x^2}[/latex].
- When solving problems, consider whether using hyperbolic function identities might simplify the expression.
Applications of Hyperbolic Functions
- Understand the physical meaning of the parameters in the catenary equation [latex]y = a \cosh(\frac{x}{a})[/latex].
- Practice sketching catenary curves for different values of ‘[latex]a[/latex]‘ to understand how it affects the shape.
- When solving catenary problems, pay attention to the units of measurement given and ensure your answer uses the correct units.
- Practice deriving the derivative of catenary functions, as this is often needed in arc length calculations.