Limits & Derivatives
Differential Calculus: Limits and Derivatives
Limits of Functions and L’Hospital’s Rule
The limit of a function \(f(x)\) as \(x\) approaches a value \(a\) is the value that \(f(x)\) approaches as \(x\) gets arbitrarily close to \(a\). When direct substitution of \(x = a\) yields an indeterminate form such as \(0/0\) or \(\infty/\infty\), L’Hospital’s Rule allows evaluation by taking the derivative of the numerator and denominator separately.
- Limits describe function behavior near specific input values
- L’Hospital’s rule differentiates numerator and denominator separately
- Indeterminate forms include zero over zero and infinity
Worked Example 1: Evaluation of an algebraic indeterminate limit
Evaluate \(\lim_{x \to 1} \dfrac{x^2 - 1}{x^2 + 3x - 4}\).
Solution: Direct substitution of \(x = 1\) yields \(\dfrac{0}{0}\). Applying L’Hospital’s rule by differentiating numerator and denominator separately:
Substitute \(x = 1\) into the simplified limit:
Worked Example 2: Repeated application of L’Hospital’s rule
Evaluate \(\lim_{x \to 0} \dfrac{1 - \cos x}{x^2}\).
Solution: Direct substitution yields \(\dfrac{0}{0}\). Differentiating numerator and denominator:
Substituting \(x = 0\) still yields \(\dfrac{0}{0}\). Applying L’Hospital’s rule a second time:
Worked Example 3: Limit at infinity
Compute the limit \(\lim_{x \to \infty} \dfrac{x + 4}{x - 4}\).
Solution: Direct evaluation gives \(\dfrac{\infty}{\infty}\). Apply L’Hospital’s rule:
Worked Example 4: Indeterminate power form evaluation
Evaluate the limit \(\lim_{x \to 1} (2 - x)^{\tan(\frac{\pi x}{2})}\).
Solution: Direct substitution yields \(1^\infty\). Let \(L = \lim_{x \to 1} (2 - x)^{\tan(\frac{\pi x}{2})}\) and take the natural logarithm of both sides:
This expression is in \(0/0\) form. Applying L’Hospital’s rule:
Taking exponentials gives \(L = e^{2/\pi}\).
Derivatives of Algebraic, Exponential, and Logarithmic Functions
The derivative represents the instantaneous rate of change of a function with respect to an independent variable. Fundamental differentiation rules govern algebraic combinations, powers, radicals, exponentials, and logarithms.
- Power rule multiplies exponent by base raised to reduced power
- Product rule combines derivative of each factor individually
- Quotient rule uses low d-high minus high d-low over low squared
- Logarithmic differentiation simplifies complex exponent expressions
Worked Example 5: Product rule with exponential and trigonometric terms
Differentiate \(y = e^x \cos(x^2)\).
Solution: Apply the product rule \(\dfrac{d}{dx}(uv) = u v' + v u'\) where \(u = e^x\) and \(v = \cos(x^2)\):
Worked Example 6: Derivative of a logarithmic expression with base 10
Differentiate \(y = \log_{10}(x^2 + 1)^2\).
Solution: Simplify using logarithmic properties: \(y = 2 \log_{10}(x^2 + 1)\). Apply the base-10 logarithmic derivative formula \(\dfrac{d}{dx}(\log_{10} u) = \dfrac{\log_{10} e}{u} \cdot \dfrac{du}{dx}\):
Worked Example 7: Radical chain rule differentiation
Find the derivative with respect to \(x\) of \(y = \sqrt{2 - 3x^2}\).
Solution: Rewrite in power form \(y = (2 - 3x^2)^{1/2}\) and apply the radical rule:
Worked Example 8: Logarithmic differentiation for variable exponents
Find \(\dfrac{dy}{dx}\) for the implicit expression \((xy)^x = e\).
Solution: Take the natural logarithm of both sides:
Differentiate implicitly with respect to \(x\) using the product rule:
Derivatives of Trigonometric, Inverse Trigonometric, and Hyperbolic Functions
Trigonometric functions differentiate into co-functions or squared secants. Inverse trigonometric functions differentiate into algebraic fractions with square roots. Hyperbolic functions follow derivative forms similar to standard trigonometric functions.
- Derivative of sine equals cosine times derivative of angle
- Derivative of cosine equals negative sine times angle derivative
- Inverse trigonometric derivatives introduce algebraic square roots
- Hyperbolic derivatives mirror standard trigonometric derivative forms
Worked Example 9: Secant composite differentiation
Differentiate \(y = \sec(x^2 + 2)\).
Solution: Apply the secant derivative rule with \(u = x^2 + 2\) and \(du/dx = 2x\):
Worked Example 10: Inverse cosine function derivative
Find the derivative of \(y = \arccos(4x)\).
Solution: Apply the arccosine rule with \(u = 4x\) and \(du/dx = 4\):
Worked Example 11: Inverse sine of cosine function
Find \(y'\) if \(y = \arcsin(\cos x)\).
Solution: Set \(u = \cos x\), so \(du/dx = -\sin x\). Apply the arcsine rule:
Worked Example 12: Trigonometric power reduction derivative
Find the derivative of \(y = 2\cos^2(x^2 + 2)\).
Solution: Apply the double-angle identity \(2\cos^2 \theta = 1 + \cos 2\theta\):
Differentiate with respect to \(x\) using the chain rule:
Implicit Differentiation and Higher-Order Derivatives
When an equation defines \(y\) implicitly as a function of \(x\), differentiation is performed term-by-term with respect to \(x\), applying the chain rule to terms containing \(y\). Partial derivatives measure rates of change with respect to one variable while holding all other variables constant.
- Implicit differentiation treats y as dependent function of x
- Chain rule attaches y prime to every differentiated y term
- Partial differentiation treats non-target variables as constants
- Second derivative measures concavity and rate of slope change
Worked Example 13: Second derivative of an implicit curve
Find the second derivative \(y''\) by implicit differentiation from the equation \(4x^2 + 8y^2 = 36\).
Solution: Simplify the equation by dividing by 4: \(x^2 + 2y^2 = 9\). Differentiate both sides with respect to \(x\):
Differentiate \(y'\) using the quotient rule to solve for \(y''\):
Substitute \(x^2 + 2y^2 = 9\) into the numerator:
Worked Example 14: Partial derivative evaluation
Find the partial derivative with respect to \(x\) of the function \(f(x, y) = x y^2 - 5y + 6\).
Solution: Treat \(y\) as a constant and differentiate with respect to \(x\):
Geometric Applications: Tangents, Normals, and Curvature
The first derivative gives the slope \(m\) of the tangent line to a curve at any point. The normal line is perpendicular to the tangent line. The second derivative determines concavity and curvature.
- Slope of tangent line equals first derivative at point
- Normal line is perpendicular to tangent line at point
- Stationary points occur where first derivative equals zero
- Points of inflection occur where second derivative equals zero
Worked Example 15: Tangent slope to a cubic curve
Find the slope of the tangent to the curve \(y = 2x - x^2 + x^3\) at the point \((0, 0)\).
Solution: Differentiate \(y\) to get the slope function \(y'\):
Substitute \(x = 0\) into \(y'\):
Worked Example 16: Equation of the normal line to a circle
Find the equation of the normal to the circle \(x^2 + y^2 = 5\) at the point \((2, 1)\).
Solution: Differentiate implicitly to find tangent slope \(m_1\):
At \((2, 1)\), tangent slope \(m_1 = -\dfrac{2}{1} = -2\). The normal line slope \(m_2\) is the negative reciprocal:
Using point-slope form \(y - y_1 = m_2(x - x_1)\):
Worked Example 17: Critical points of a polynomial curve
Find the critical points of the curve \(y = 2 + 12x - x^3\).
Solution: Critical points occur where the slope \(y' = 0\):
Evaluate \(y\) at \(x = 2\) and \(x = -2\):
At \(x = 2\): \(y = 2 + 12(2) - (2)^3 = 2 + 24 - 8 = 18 \implies (2, 18)\).
At \(x = -2\): \(y = 2 + 12(-2) - (-2)^3 = 2 - 24 + 8 = -14 \implies (-2, -14)\).
The critical points are \((2, 18)\) and \((-2, -14)\).
Worked Example 18: Points of inflection location
Locate the points of inflection of the curve \(y = x^2 e^x\).
Solution: Find the first derivative \(y'\) using the product rule:
Find the second derivative \(y''\) and set it to zero for points of inflection:
Since \(e^x \neq 0\), solve \(x^2 + 4x + 2 = 0\) using the quadratic formula:
Worked Example 19: Radius of curvature of a parabola
Find the radius of curvature of the parabola \(y^2 - 4x = 0\) at the point \((4, 4)\).
Solution: Differentiate \(y^2 - 4x = 0\) implicitly:
Differentiate again to find \(y''\):
Substitute \(y = 4\) into \(y'\) and \(y''\):
Substitute into the radius of curvature formula:
Worked Example 20: Radius of curvature of a logarithmic curve
Find the radius of curvature at any point of the curve \(y + \ln \cos x = 0\).
Solution: Express \(y\) explicitly: \(y = -\ln \cos x = \ln \sec x\). Differentiate to find \(y'\) and \(y''\):
Substitute \(y'\) and \(y''\) into the radius of curvature formula:
Formula Summary: Differential Calculus (Limits and Derivatives)
| Formula Name | Formula |
|---|---|
| L’Hospital’s Rule | \(\lim_{x \to a} \dfrac{f(x)}{g(x)} = \lim_{x \to a} \dfrac{f'(x)}{g'(x)}\) |
| Fundamental Trigonometric Limit | \(\lim_{x \to 0} \dfrac{1 - \cos x}{x^2} = \dfrac{1}{2}\) |
| Power Rule | \(\dfrac{d}{dx}(u^n) = n u^{n-1} \dfrac{du}{dx}\) |
| Product Rule | \(\dfrac{d}{dx}(uv) = u \dfrac{dv}{dx} + v \dfrac{du}{dx}\) |
| Quotient Rule | \(\dfrac{d}{dx}\left(\dfrac{u}{v}\right) = \dfrac{v \dfrac{du}{dx} - u \dfrac{dv}{dx}}{v^2}\) |
| Radical Rule | \(\dfrac{d}{dx}(\sqrt{u}) = \dfrac{1}{2\sqrt{u}} \dfrac{du}{dx}\) |
| Exponential Function Derivative | \(\dfrac{d}{dx}(e^u) = e^u \dfrac{du}{dx}\) |
| General Exponential Derivative | \(\dfrac{d}{dx}(a^u) = a^u \ln a \dfrac{du}{dx}\) |
| Natural Logarithm Derivative | \(\dfrac{d}{dx}(\ln u) = \dfrac{1}{u} \dfrac{du}{dx}\) |
| General Logarithm Derivative | \(\dfrac{d}{dx}(\log_a u) = \dfrac{\log_a e}{u} \dfrac{du}{dx}\) |
| Variable Base and Exponent Derivative | \(\dfrac{d}{dx}(u^v) = v u^{v-1} \dfrac{du}{dx} + u^v \ln u \dfrac{dv}{dx}\) |
| Sine Derivative | \(\dfrac{d}{dx}(\sin u) = \cos u \dfrac{du}{dx}\) |
| Cosine Derivative | \(\dfrac{d}{dx}(\cos u) = -\sin u \dfrac{du}{dx}\) |
| Tangent Derivative | \(\dfrac{d}{dx}(\tan u) = \sec^2 u \dfrac{du}{dx}\) |
| Secant Derivative | \(\dfrac{d}{dx}(\sec u) = \sec u \tan u \dfrac{du}{dx}\) |
| Inverse Sine Derivative | \(\dfrac{d}{dx}(\arcsin u) = \dfrac{1}{\sqrt{1-u^2}} \dfrac{du}{dx}\) |
| Inverse Cosine Derivative | \(\dfrac{d}{dx}(\arccos u) = \dfrac{-1}{\sqrt{1-u^2}} \dfrac{du}{dx}\) |
| Inverse Tangent Derivative | \(\dfrac{d}{dx}(\arctan u) = \dfrac{1}{1+u^2} \dfrac{du}{dx}\) |
| Hyperbolic Sine Derivative | \(\dfrac{d}{dx}(\sinh u) = \cosh u \dfrac{du}{dx}\) |
| Hyperbolic Cosine Derivative | \(\dfrac{d}{dx}(\cosh u) = \sinh u \dfrac{du}{dx}\) |
| Implicit Derivative Chain Rule | \(\dfrac{d}{dx}[f(y)] = f'(y) \cdot \dfrac{dy}{dx}\) |
| Tangent Line Slope | \(m_1 = \left.\dfrac{dy}{dx}\right|_{(x_1, y_1)}\) |
| Normal Line Slope | \(m_2 = -\dfrac{1}{m_1}\) |
| Radius of Curvature | \(R = \dfrac{[1 + (y')^2]^{3/2}}{|y''|}\) |
| Curvature | \(k = \dfrac{|y''|}{[1 + (y')^2]^{3/2}}\) |
