Review the key concepts, formulae, and examples before starting your quiz.
🔑Concepts
Logarithmic differentiation is a technique used to differentiate functions that are products of many terms, quotients of complex expressions, or functions where the variable is in the exponent, such as . Visually, this method 'unpacks' complex nested powers into simpler product forms.
The core idea involves taking the natural logarithm (base ) on both sides of an equation before differentiating. This utilizes the properties of logarithms to transform powers into products and products into sums, simplifying the differentiation process.
When applying this to a power function , taking the log transforms the expression to . Visually, the exponent 'drops down' to become a multiplier, allowing the use of the Product Rule instead of complex power rules.
The derivative of with respect to is always due to the Chain Rule. This step is crucial because it requires multiplying the entire RHS by at the end to isolate .
For functions involving sums or differences like where and are power functions, you cannot take the log of the whole side immediately (since ). Instead, differentiate and separately using logarithmic differentiation and then add their derivatives.
The domain of the function must be considered; since is only defined for , we typically assume the functions involved are positive or use absolute values to ensure the logarithm is well-defined over the required interval.
📐Formulae
Product Rule for Logs:
Quotient Rule for Logs:
Power Rule for Logs:
Derivative of log:
Chain Rule for log :
General Result: If , then
💡Examples
Problem 1:
Differentiate with respect to .
Solution:
Step 1: Take natural log on both sides: \ Step 2: Use the power property of logarithms: \ Step 3: Differentiate both sides with respect to : \ Step 4: Apply the Product Rule on the RHS: \ \ Step 5: Solve for by multiplying by : \ Step 6: Substitute the original value of : .
Explanation:
This approach uses logarithmic differentiation to handle the variable in the exponent. By converting the power to a product, we can apply standard differentiation rules like the Product Rule.
Problem 2:
Find if .
Solution:
Let . Then . Differentiating gives . So, . \ Now, for the other terms: \ \ \ (since it is a constant) \ Combining all parts: .
Explanation:
This example demonstrates that logarithmic differentiation is applied individually to complex power terms within a sum. It also highlights the difference between variable-to-variable, constant-to-variable, and variable-to-constant differentiation.