Problem 42
Question
\mathrm{\\{} E X P L ~ B e s i d e s ~ p r o v i d i n g ~ a n ~ e a s y ~ w a y ~ t o ~ d i f f e r e n t i a t e ~ p r o d u c t s , ~ l o g . ~ arithmic differentiation also provides a measure of the relative or fractional rate of change, defined as $y^{\prime} / y Prove that if the relative rate of change is a negative constant then the function must represent exponential decay.
Step-by-Step Solution
Verified Answer
If the relative rate of change is a negative constant, then \( y = Ae^{-kx} \) shows exponential decay.
1Step 1: Understand the Relative Rate of Change
The relative rate of change of a function \( y \) is given by \( \frac{y'}{y} \), where \( y' \) is the derivative of \( y \). This represents how fast a function is changing at a given point relative to its value.
2Step 2: Set Up Equation for Negative Constant Rate
Given that the relative rate of change is a negative constant, set \( \frac{y'}{y} = -k \), where \( k \) is a positive constant (since the rate is negative).
3Step 3: Solve the Differential Equation
Rewrite the equation \( \frac{y'}{y} = -k \) as \( y' = -ky \). This is a separable differential equation. Separate variables to get \( \frac{dy}{y} = -k \, dx \).
4Step 4: Integrate Both Sides
Integrate both sides: \( \int \frac{dy}{y} = \int -k \, dx \). The left side yields \( \ln |y| \), and the right side yields \(-kx + C\), where \( C \) is the constant of integration. So, \( \ln |y| = -kx + C \).
5Step 5: Solve for y
Exponentiate both sides to solve for \( y \): \( e^{\ln |y|} = e^{-kx + C} \) simplifies to \( |y| = e^C e^{-kx} \). Let \( e^C = A \), a positive constant, then \( |y| = Ae^{-kx} \). Since \( y \) must be positive, \( y = Ae^{-kx} \) is the solution, representing exponential decay.
Key Concepts
Relative Rate of ChangeDifferential EquationLogarithmic Differentiation
Relative Rate of Change
The concept of relative rate of change helps us understand how quickly a function changes compared to its current value. When we have a function, often denoted as \( y \), its rate of change is described by its derivative, \( y' \). The relative rate of change is simply the ratio \( \frac{y'}{y} \). This measurement gives us insight into the function's growth or decay in a relative sense.
For example, if \( y' = 2y \), the relative rate of change \( \frac{y'}{y} = 2 \), meaning the function grows at a rate proportional to its size. But when this relative rate is negative, it describes a situation where the function is decaying, or decreasing, over time. This has real-life implications like radioactive decay or depreciation of assets, where substances or values continuously decrease proportionally to their remaining quantity.
For example, if \( y' = 2y \), the relative rate of change \( \frac{y'}{y} = 2 \), meaning the function grows at a rate proportional to its size. But when this relative rate is negative, it describes a situation where the function is decaying, or decreasing, over time. This has real-life implications like radioactive decay or depreciation of assets, where substances or values continuously decrease proportionally to their remaining quantity.
- Positive \( \frac{y'}{y} \) = growth
- Zero \( \frac{y'}{y} \) = constant
- Negative \( \frac{y'}{y} \) = decay
Differential Equation
A differential equation is essentially an equation that relates a function with its derivatives. In our exercise, when the relative rate of change is a constant \( -k \), \( \frac{y'}{y} = -k \), transforming into \( y' = -ky \) creates a differential equation to solve. This particular form is called a separable differential equation { because it can be rearranged so that each side depends on only one variable.To solve this, we can separate the variables: \( \frac{dy}{y} = -k \, dx \). This allows us to integrate both sides separately.
- Left Side: Integrate \( \frac{dy}{y} \) -> \( \ln |y| \)
- Right Side: Integrate \( -k \, dx \) -> \( -kx + C \)
Logarithmic Differentiation
Logarithmic differentiation can be a powerful technique, especially when dealing with functions that multiply or divide multiple expressions involving variables. By taking the logarithm of a function, the properties of logarithms can simplify differentiation.In our current context, it aids in solving for \( y \) when the differential equation \( y' = -ky \) leads us to integrate \( \frac{dy}{y} \). Integrating this gives \( \ln |y| \), which when equated to \( -kx + C \), shows the usefulness of logarithmic properties.
- Utilizes properties like \( \ln(ab) = \ln a + \ln b \)
- Simplifies exponentiation post-integration into manageable forms
- Transforms power functions, easing differentiation
Other exercises in this chapter
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