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Derivatives(II)

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Chapter Overview
Welcome, students! This chapter focuses on mastering the derivatives of Trigonometric, Inverse Trigonometric, Exponential, and Logarithmic functions. In calculus, these functions represent non-linear patterns of growth, oscillation, and decay. Differentiating these functions requires combining your previous knowledge of limits with algebraic methods such as trigonometric identities, logarithmic properties, and implicit differentiation techniques.
What this chapter covers
First Principles for Advanced FunctionsThe Chain Rule for Composite ExpressionsImplicit & Parametric DifferentiationLogarithmic Differentiation TechniquesHigher-Order Derivatives & proofs
Learning Objectives
1
Evaluate the derivatives of trigonometric, exponential, and logarithmic functions from First Principles using standard limits
2
Differentiate composite functions by systematically applying the Chain Rule from the outside in
3
Formulate derivatives for implicit and parametric equations
4
Solve complex variable-exponent problems using the Logarithmic Differentiation technique
5
Calculate higher-order derivatives and construct algebraic proofs for differential equations
The Core Mechanics of Differentiation
Key Insight
Every advanced derivative problem can be simplified by identifying its structure. If a variable is in the exponent (like $x^x$), use natural logarithms. If equations contain mixed coordinates, apply implicit methods. If the variables are connected through an external parameter, divide their individual rates of change.
When deriving trigonometric limits from first principles, your mathematical goal is to isolate the identity $\lim_{\theta \to 0} \frac{\sin \theta}{\theta} = 1$. This foundational limit is the key to proving advanced trigonometric derivatives.
Key Definitions
Derivative
The exact instantaneous rate of change of a function, defined as the limit of the difference quotient as the increment in the independent variable approaches zero.
$$\frac{dy}{dx} = \lim_{\Delta x \to 0} \frac{f(x+\Delta x) - f(x)}{\Delta x}$$
Exponential Function
A mathematical function of the form $f(x) = a^x$, where the base $a$ is a positive constant and $a \neq 1$. The natural exponential function uses base $e \approx 2.718$.
Logarithmic Function
The inverse operation of exponentiation. If $y = a^x$, then $\log_a y = x$. The natural logarithm uses base $e$ and is written as $\ln x$.
Implicit Function
A function in which the dependent variable $y$ is not isolated on one side of the equation, but instead remains structurally mixed with the independent variable $x$.
Higher-Order Derivative
The derivative of a derivative. If we differentiate $y$ once, we get the first derivative $y_1$ or $\frac{dy}{dx}$. Differentiating again yields the second derivative $y_2$ or $\frac{d^2y}{dx^2}$.
Periodic vs. Exponential Rates
Advanced functions display unique rates of change. Periodicity causes sine and cosine functions to cycle, while exponential curves grow or decay rapidly.
Trigonometric Differentiation
$$\frac{d}{dx}(\sin x) = \cos x$$
Deals with periodic, oscillating patterns.
Involves utilizing trigonometric identities (like C-D formulas) during limit derivations.
Requires tracking the negative sign, which applies to any function starting with 'co' (cosine, cotangent, cosecant).
The derivative's value cycles between positive, zero, and negative slopes.
VS
Exponential Differentiation
$$\frac{d}{dx}(e^x) = e^x$$
Deals with rapid growth or decay patterns.
The natural exponential function is unique because its derivative is equal to the function itself.
Differentiating non-natural bases requires scaling by a natural log factor: $\frac{d}{dx}(a^x) = a^x \ln a$.
The derivative is always positive for $a > 1$, representing continuous upward growth.
Memory Key: Trigonometric derivatives switch identities (sine becomes cosine). Exponential derivatives retain their identity and only require scaling factor adjustments.
Formula Sheet — Advanced Functions & Derivations
Derivative of Sine
$$\frac{d}{dx}(\sin x) = \cos x$$
Proved from first principles using trigonometric limit properties.
Derivative of Natural Logarithm
$$\frac{d}{dx}(\ln x) = \frac{1}{x}$$
Proved from first principles using standard logarithmic limits.
Analyzing Logarithmic and Exponential Derivatives
When differentiating logarithmic or exponential expressions, use this decision pathway to find the correct method.
Is the base of the log/exponent something other than 'e'?
Yes
Change the base to e: use ln(x)/ln(a) for log_a(x) or a^x = e^(x ln a).
No
Continue to check structural limits ↓
Does the variable appear in both the base and the exponent, like x^x?
Yes
Use Logarithmic Differentiation. Take the natural logarithm of both sides, then differentiate implicitly.
No
Continue to check structural limits ↓
Is the function nested, like ln(sin x) or e^(x^2)?
Yes
Use the Chain Rule. Differentiate the outer function, then multiply by the derivative of the inner function.
No
Apply the standard derivative formula directly.
Formulas and Negative Signs
Trick: Remembering negative signs and matched pairs makes solving advanced functions straightforward.
Steps to Remember:
  1. The 'CO' Derivative Rule: Every trigonometric derivative that starts with the letters 'co' (namely, $\cos x$, $\cot x$, and $\csc x$) has a negative sign in its derivative.
  2. Inverse Matching Pairs: The formulas for inverse sine and inverse cosine are identical, except for their sign. Similarly, tangent and cotangent inverse pairs, as well as secant and cosecant inverse pairs, match with opposite signs.
  3. Logarithmic Exponent Drop: When simplifying complex power terms like $y = [f(x)]^{g(x)}$, taking the natural log of both sides allows you to drop the exponent to the front: $\ln y = g(x) \ln[f(x)]$. This converts a difficult power problem into a straightforward Product Rule problem.
Mnemonic: CO trig terms always differentiate to negative results.
Common Mistakes to Avoid

Avoid these common errors to ensure you retain full marks on your exam papers.

  • Forgetting the Chain Rule multiplier: Students often write $\frac{d}{dx}(\sin 2x) = \cos 2x$. Remember to multiply by the derivative of the inner term ($2$), which yields the correct answer of $2\cos 2x$.
  • Omitting dy/dx in implicit terms: When differentiating $y^2$ with respect to $x$, do not write just $2y$. You must include the derivative of $y$ with respect to $x$, writing it as $2y \frac{dy}{dx}$.
  • Assuming base 'e' for all logarithms: The derivative $\frac{d}{dx}(\log x)$ is only $\frac{1}{x}$ if the base is $e$. If the base is $a$, you must apply the base change formula, which gives $\frac{1}{x \ln a}$.
NEB Exam Traps — Common Board Problems
NEB Exam Warning
Keep these targeted warnings in mind to avoid common pitfalls on board exam questions.
  • First Principles from composite inputs: When asked to differentiate a function like $\cos 3x$ from first principles, do not write the direct rule. You must expand the limit using trigonometric sum and difference identities.
  • Higher-order differential proofs: Questions that ask you to prove equations like $(1-x^2)y_2 - xy_1 = 0$ are common. A good strategy is to cross-multiply and square the terms of the first derivative before differentiating a second time, which helps avoid complex fractions.
  • Infinite nested roots: For questions like $y = \sqrt{\tan x + \sqrt{\tan x + \dots}}$, replace the nested tail of the expression with $y$ to form the equation $y^2 = \tan x + y$, and then differentiate implicitly.
Question Recognition Guide
Keyword / Phrase in QuestionUse This
The problem asks for the derivative of a trigonometric function 'from first principles'First Principles: Set up the limit and apply the trigonometric C-D formula to resolve the indeterminate form.
The variable appears as both the base and the exponent, like x^x or (sin x)^(ln x)Logarithmic Differentiation: Take the natural logarithm of both sides, simplify the exponent, and differentiate implicitly.
The coordinates are mixed, and the question asks you to 'prove a differential equation'Implicit Differentiation: Differentiate term-by-term and group dy/dx terms together.
The question presents two equations, x = f(t) and y = g(t)Parametric Differentiation: Calculate dx/dt and dy/dt separately, and find their ratio.
The problem asks for a higher-order derivative, such as the second (y2) or third (y3) derivativeSuccessive Differentiation: Find the first derivative, simplify the result, and differentiate again.
Trigonometric Rates of Change
This diagram illustrates how the derivative of the sine function ($\sin x$) corresponds to the cosine function ($\cos x$). Notice that at the peak of the sine curve, the slope is zero, which matches the zero-crossing of the cosine curve. This visualizes the rate of change of oscillating functions.
y = sin xy' = cos xZero slope at peak corresponds to cos(x) = 0
The relationship between the sine curve and its derivative, the cosine curve, showing how the slope of the tangent changes.
Solved Examples
1
Find the derivative of $e^{3x}$ with respect to $x$.
Easy
2
Find $\frac{dy}{dx}$ if $x^2 + y^2 = \sin(xy)$.
Medium
3
If $y = \sin^{-1}x$, prove that $(1-x^2)y_2 - xy_1 = 0$.
Hard
MCQ Practice
Mixed Level — MCQ
1
The derivative of sec x with respect to x is:
Correct!
Incorrect. Correct: sec x tan x
2
What is the value of d/dx(ln 5x)?
Correct!
Incorrect. Correct: 1 / x
3
The derivative of (tan^-1 x + cot^-1 x) with respect to x is:
Correct!
Incorrect. Correct: 0
4
Evaluate the derivative of e^(sin x).
Correct!
Incorrect. Correct: cos x * e^(sin x)
5
If y = x^x, then the derivative dy/dx is equal to:
Correct!
Incorrect. Correct: x^x(1 + ln x)
6
What is the derivative of cos(x^3)?
Correct!
Incorrect. Correct: -3x^2 * sin(x^3)
7
Find the second derivative (y2) of the function y = x^3 + 5.
Correct!
Incorrect. Correct: 6x
8
Differentiate y = √x with respect to x.
Correct!
Incorrect. Correct: 1 / (2√x)
9
The derivative of a^x with respect to x is:
Correct!
Incorrect. Correct: a^x * ln a
10
Find the derivative of sin^-1(2x) with respect to x.
Correct!
Incorrect. Correct: 2 / √(1 - 4x^2)
Short Questions (2 Marks Each)
1
Find $\frac{dy}{dx}$ for the function $y = \tan(4x+5)$.
[2 marks]
2
Differentiate $y = \ln(\sec x + \tan x)$ with respect to $x$.
[2 marks]
3
Find the derivative of $\sqrt{\sin x}$ from first principles.
[2 marks]
4
If $y = e^{ax+b}$, find the first derivative $y_1$.
[2 marks]
5
Differentiate $y = \sin^{-1}(\sqrt{x})$ with respect to $x$.
[2 marks]
6
Find $\frac{dy}{dx}$ if $xy = 1$.
[2 marks]
7
Find the derivative of $y = \cos^{-1}(2x^2-1)$ with respect to $x$.
[2 marks]
8
Differentiate $y = \log_2 (x^2)$ with respect to $x$.
[2 marks]
9
Find the third derivative ($y_3$) of $y = x^4$.
[2 marks]
10
Find the derivative of $\sin x$ with respect to $\cos x$.
[2 marks]
Long Questions (Board Style)
1
Derive the derivative of $\tan x$ from First Principles.
[3 marks]
2
If $y = (\sin x)^{\ln x}$, find $\frac{dy}{dx}$ using logarithmic differentiation.
[3 marks]
3
If $x = a(\theta + \sin \theta)$ and $y = a(1 - \cos \theta)$, find $\frac{dy}{dx}$.
[3 marks]
4
Prove that the derivative of $\sin^{-1}x$ is $\frac{1}{\sqrt{1-x^2}}$.
[3 marks]
5
Find $\frac{dy}{dx}$ if $x^y \cdot y^x = k$, where $k$ is a constant.
[3 marks]
6
Derive the derivative of $\ln x$ from First Principles.
[3 marks]
7
Solve the infinite radical equation $y = \sqrt{\tan x + \sqrt{\tan x + \dots}}$ to find $\frac{dy}{dx}$.
[3 marks]
8
If $y = A e^{nx} + B e^{-nx}$, prove that $y_2 - n^2 y = 0$.
[3 marks]
9
Differentiate $y = \tan^{-1}\left(\frac{\sin x}{1+\cos x}\right)$ with respect to $x$.
[3 marks]
10
Differentiate the function $\sin(x^2)$ with respect to $x^2$.
[3 marks]
Past NEB Board Questions
Past NEB Board Questions
1
Find the derivative of $\cos 3x$ from first principles.
NEB 2079 [3 marks]
2
Find $\frac{dy}{dx}$ if $y = x^{\sin x}$ using logarithmic differentiation.
NEB 2078 [3 marks]
3
If $y = \tan^{-1}x$, prove that $(1+x^2)y_2 + 2xy_1 = 0$.
NEB 2077 [3 marks]
Chapter Test — Full Mixed Paper
Complete this examination-style test paper in 45 minutes under quiet exam conditions.
1 Section A — MCQs (1 Mark Each)
Mixed Level — MCQ
1
What is the derivative of csc x with respect to x?
Correct!
Incorrect. Correct: -csc x * cot x
2
The derivative of a constant k is:
Correct!
Incorrect. Correct: 0
3
The value of the derivative of e^x at x = 0 is:
Correct!
Incorrect. Correct: 1
2 Section B — Short Questions (2 Marks Each)
1
Find $\frac{dy}{dx}$ if $y = \ln(\sin 2x)$.
[2 marks]
2
Differentiate $x^2 + y^2 = 25$ implicitly.
[2 marks]
3 Section C — Long Questions (3 Marks Each)
1
If $y = x^{\sin x}$, find $\frac{dy}{dx}$.
[3 marks]
One-Page Revision Cheat Sheet
1
First Principles Limits: When evaluating trigonometric functions from first principles, always aim to construct the standard limit $\lim_{\theta \to 0} \frac{\sin \theta}{\theta} = 1$.
2
Trigonometric signs: Remember that any trigonometric function starting with 'co' (cosine, cotangent, cosecant) has a negative sign in its derivative.
3
Logarithmic property: For variable-exponent expressions, take the natural log of both sides first to simplify the exponent structure.
4
Chain Rule ordering: Differentiate nested functions from the outside in, multiplying the individual derivatives together.
5
Implicit grouping: Differentiate term-by-term and group all terms containing $\frac{dy}{dx}$ on one side to solve for the derivative.
6
Successive Differentiation: To prove differential equations, calculate the first derivative, simplify it by cross-multiplying to avoid quotient fractions, and differentiate again.
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