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Topic 2/3
15 Flashcards in this deck.
Definition: If $f(x) = x^n$, then its derivative is given by:
$$f'(x) = nx^{n-1}$$Application: The power rule simplifies the process of finding derivatives without resorting to first principles. It's applicable to polynomial functions and serves as a building block for more complex differentiation techniques.
Example:
Differentiate $f(x) = 5x^4$.
Solution:
$$f'(x) = 5 \cdot 4x^{4-1} = 20x^3$$Key Points:
Definition: If $f(x) = u(x) \cdot v(x)$, then the derivative is:
$$f'(x) = u'(x) \cdot v(x) + u(x) \cdot v'(x)$$Application: The product rule is particularly useful when dealing with functions that are multiplied together, such as polynomial terms or complex expressions where expanding is cumbersome.
Example:
Differentiate $f(x) = (3x^2)(\sin x)$.
Solution:
$$f'(x) = (6x) \cdot \sin x + 3x^2 \cdot \cos x = 6x \sin x + 3x^2 \cos x$$Key Points:
Definition: If $f(x) = \frac{u(x)}{v(x)}$, then the derivative is:
$$f'(x) = \frac{u'(x) \cdot v(x) - u(x) \cdot v'(x)}{[v(x)]^2}$$Application: The quotient rule is essential when dealing with rational functions or any scenario where one function divides another, ensuring accurate differentiation even when the denominator is a complex expression.
Example:
Differentiate $f(x) = \frac{e^x}{x^2}$.
Solution:
$$u(x) = e^x \Rightarrow u'(x) = e^x$$ $$v(x) = x^2 \Rightarrow v'(x) = 2x$$ $$f'(x) = \frac{e^x \cdot x^2 - e^x \cdot 2x}{x^4} = \frac{e^x (x^2 - 2x)}{x^4} = e^x \cdot \frac{x^2 - 2x}{x^4} = e^x \cdot \frac{1 - 2/x}{x^2}$$Key Points:
Definition: If $f(x) = g(h(x))$, then the derivative is:
$$f'(x) = g'(h(x)) \cdot h'(x)$$Application: The chain rule is widely used in scenarios where functions are composed of multiple layers, such as trigonometric functions of exponential functions or logarithms of polynomial functions.
Example:
Differentiate $f(x) = \sin(3x^2 + 2x)$.
Solution:
$$g(u) = \sin u \Rightarrow g'(u) = \cos u$$ $$h(x) = 3x^2 + 2x \Rightarrow h'(x) = 6x + 2$$ $$f'(x) = \cos(3x^2 + 2x) \cdot (6x + 2) = (6x + 2) \cos(3x^2 + 2x)$$Key Points:
Rule | Formula | When to Use |
---|---|---|
Power Rule | $f(x) = x^n \Rightarrow f'(x) = nx^{n-1}$ | When differentiating monomial functions. |
Product Rule | $f(x) = u(x)v(x) \Rightarrow f'(x) = u'(x)v(x) + u(x)v'(x)$ | When differentiating the product of two functions. |
Quotient Rule | $f(x) = \frac{u(x)}{v(x)} \Rightarrow f'(x) = \frac{u'(x)v(x) - u(x)v'(x)}{v(x)^2}$ | When differentiating the ratio of two functions. |
Chain Rule | $f(x) = g(h(x)) \Rightarrow f'(x) = g'(h(x)) \cdot h'(x)$ | When differentiating composite functions. |
To remember the product rule, use the mnemonic "First times derivative of second plus second times derivative of first." For the chain rule, think "derivative of outer function times derivative of inner function." Practice identifying inner and outer functions in composite expressions to streamline application. Additionally, always simplify your final derivative expression to reduce errors and improve clarity. Regularly solving diverse problems will enhance your proficiency and confidence in applying these differentiation rules effectively.
Isaac Newton and Gottfried Wilhelm Leibniz independently developed the rules of differentiation in the late 17th century, laying the foundation for modern calculus. Interestingly, the chain rule has applications in various fields, including physics for understanding motion and biology for modeling population growth. Moreover, advanced neural networks in artificial intelligence utilize chain rule principles through backpropagation to optimize learning.
One frequent error is forgetting to apply the chain rule when differentiating composite functions, leading to incomplete derivatives. For example, differentiating $f(x) = \sin(2x)$ incorrectly as $f'(x) = \cos(x)$ instead of $f'(x) = 2\cos(2x)$. Another common mistake is misapplying the quotient rule by neglecting to square the denominator, resulting in incorrect expressions. Additionally, students often confuse the product rule with the sum rule, leading to erroneous derivative calculations.