Showing posts with label Chain rule. Show all posts
Showing posts with label Chain rule. Show all posts

Sunday, August 11, 2024

21.22 - More Miscellaneous Examples

In the previous section, we saw some miscellaneous examples. In this section, we will see a few more examples.

Solved example 21.68
Find f'(x) if f(x) = $\rm{(\sin x)^{\sin x}}$ for all 0<x<π.
Solution:


 

Solved example 21.69
For a positive constant a, find $\rm{\frac{dy}{dx}}$ where:
$\rm{y = a^{t + 1/t}~\text{and}~x = \left(t + 1/t \right)^a}$
Solution:
1. First we will find dy/dt:


2. Next we will find dx/dt


3. Now we can find dy/dx

 

Solved example 21.70
Differentiate $\rm{\sin^2 x~\text{w.r.t}~e^{\cos x}}$.
Solution:
1. Let $\rm{y = \sin^2 x~\text{and}~x = e^{\cos x}}$
2. We want the derivative of
$\rm{\sin^2 x~\text{w.r.t}~e^{\cos x}}$
• That is., we want the derivative of
$\rm{\sin^2 x~\text{w.r.t}~u}$
• That is., we want the derivative of
$\rm{y~\text{w.r.t}~u}$
• That is., we want $\rm{\frac{dy}{du}}$
3. First we will find dy/dx:
$\rm{y = \sin^2 x}$
So we have:$\rm{\frac{dy}{dx}~=~2 \sin x \cos x}$

4. Next we will find du/dx:


 

5. Now we can find dy/du:



The link below gives a few more miscellaneous examples:

Miscellaneous Exercise



In the next chapter, we will see application of derivatives.

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Saturday, August 10, 2024

21.21 Miscellaneous Examples

In the previous section, we completed a discussion on Rolle's theorem and mean value theorem. In this section, we will see some miscellaneous examples.

Solved example 21.66
Differentiate w.r.t x the following functions:
(i) $\rm{\sqrt{3x+2}~+~\frac{1}{\sqrt{2x^2 + 4}}}$
(ii) $\rm{e^{\sec^2 x}~+~3 \cos^{-1} x}$
(iii) $\rm{\log_7 (\log x)}$
Solution:
Part (i):
$\begin{array}{ll} {~\color{magenta} 1 } &{{}} &{y} & {~=~} &{\sqrt{3x+2}~+~\frac{1}{\sqrt{2x^2 + 4}}} \\
{~\color{magenta} 2 } &{{}} &{{}} & {~=~} &{\left(3x+2 \right)^{1/2} ~+~\left(2x^2 + 4 \right)^{-1/2}} \\
{~\color{magenta} 3 } &{\implies} &{\frac{dy}{dx}} & {~=~} &{1/2 \left(3x+2 \right)^{-1/2}.3 ~+~(-1/2)\left(2x^2 + 4 \right)^{-3/2}.4x} \\
{~\color{magenta} 4 } &{{}} &{{}} & {~=~} &{\frac{3}{2 \sqrt{3x+2}}~-~\frac{2x}{\left(\sqrt{2x^2 + 4} \right)^3}} \\
\end{array}$

Part (ii):
1. First we will split the given function
$\begin{array}{ll} {~\color{magenta} 1 } &{{}} &{y} & {~=~} &{e^{\sec^2 x}~+~3 \cos^{-1} x} \\
{~\color{magenta} 2 } &{{}} &{{}} & {~=~} &{u+v} \\
{~\color{magenta} 3 } &{\implies} &{\frac{dy}{dx}} & {~=~} &{\frac{du}{dx}~+~\frac{dv}{dx}} \\
\end{array}$

2. Now we will find $\rm{\frac{du}{dx}}$:
$\begin{array}{ll} {~\color{magenta} 1 } &{{}} &{u} & {~=~} &{e^{\sec^2 x}} \\
{~\color{magenta} 2 } &{\implies} &{\log u} & {~=~} &{\sec^2 x.\log_e e} \\
{~\color{magenta} 3 } &{\implies} &{\log u} & {~=~} &{\sec^2 x} \\
{~\color{magenta} 4 } &{\implies} &{\frac{d}{dx} \left[\log u \right]} & {~=~} &{\frac{d}{dx} \left[\sec^2 x \right]} \\
{~\color{magenta} 5 } &{\implies} &{\frac{1}{u}.\frac{du}{dx}} & {~=~} &{2 \sec x . \sec x \tan x} \\
{~\color{magenta} 6 } &{\implies} &{\frac{du}{dx}} & {~=~} &{u. 2 \sec x . \sec x \tan x} \\
{~\color{magenta} 7 } &{{}} &{{}} & {~=~} &{2 e^{\sec^2 x} \sec^2 x \tan x} \\
\end{array}$

3. Now we will find $\rm{\frac{dv}{dx}}$:
$\begin{array}{ll} {~\color{magenta} 1 } &{{}} &{v} & {~=~} &{3 \cos^{-1} x} \\
{~\color{magenta} 2 } &{\implies} &{\frac{dv}{dx}} & {~=~} &{3 \frac{d}{dx} \left[\cos^{-1} x \right]} \\
{~\color{magenta} 3 } &{{}} &{{}} & {~=~} &{3. \frac{(-1)}{\sqrt{1 – x^2}}} \\
{~\color{magenta} 4 } &{{}} &{{}} & {~=~} &{\frac{-3}{\sqrt{1 – x^2}}} \\
\end{array}$

4. So based on (1), we get:
$\rm{\frac{dy}{dx}~=~\frac{du}{dx}~+~\frac{dv}{dx}}$

= $\rm{2 e^{\sec^2 x} \sec^2 x \tan x~-~\frac{3}{\sqrt{1 – x^2}}}$

Part (iii):
$\begin{array}{ll} {~\color{magenta} 1 } &{{}} &{y} & {~=~} &{\log_7 (\log x)} \\
{~\color{magenta} 2 } &{{}} &{{}} & {~=~} &{\frac{\log_e (\log x)}{\log_e 7}} \\
{~\color{magenta} 3 } &{\implies} &{\frac{dy}{dx}} & {~=~} &{\frac{1}{\log_e 7} \frac{d}{dx} \left[\log_e (\log x) \right]} \\
{~\color{magenta} 4 } &{{}} &{{}} & {~=~} &{\frac{1}{\log_e 7} .\frac{1}{\log x}.\frac{1}{x}} \\
{~\color{magenta} 5 } &{{}} &{{}} & {~=~} &{\frac{1}{x \log 7 \log x}} \\
\end{array}$


◼ Remarks:
• 2 (magenta color): Here we apply change of base rule.
• 5 (magenta color): When the base of logarithm is not specified, it implies that, the base is e.

Solved example 21.67
Differentiate w.r.t x the following functions:
(i) $\rm{\cos^{-1} (\sin x)}$
(ii) $\rm{\tan^{-1} \left(\frac{\sin x}{1 + \cos x} \right)}$
(iii) $\rm{\sin^{-1} \left(\frac{2^{x+1}}{1 + 4^x} \right)}$
Solution:
Part (i):
$\begin{array}{ll} {~\color{magenta} 1 } &{{}} &{y} & {~=~} &{\cos^{-1} (\sin x)} \\
{~\color{magenta} 2 } &{\implies} &{\frac{dy}{dx}} & {~=~} &{\frac{-1}{\sqrt{1 - \sin^2 x}}.\frac{d}{dx} (\sin x)} \\
{~\color{magenta} 3 } &{{}} &{{}} & {~=~} &{\frac{-1}{\sqrt{\cos^2 x}}.\cos x} \\
{~\color{magenta} 4 } &{{}} &{{}} & {~=~} &{-1} \\
\end{array}$

Alternate method:
$\begin{array}{ll} {~\color{magenta} 1 } &{{}} &{y} & {~=~} &{\cos^{-1} (\sin x)} \\
{~\color{magenta} 2 } &{{}} &{{}} & {~=~} &{\cos^{-1} \left[\cos\left(\frac{\pi}{2} ~-~x \right) \right]} \\
{~\color{magenta} 3 } &{{}} &{{}} & {~=~} &{\frac{\pi}{2} ~-~x} \\
{~\color{magenta} 4 } &{\implies} &{\frac{dy}{dx}} & {~=~} &{-1} \\
\end{array}$

Part (ii): $\rm{\tan^{-1} \left(\frac{\sin x}{1 + \cos x} \right)}$
$\begin{array}{ll} {~\color{magenta} 1 } &{{}} &{y} & {~=~} &{\tan^{-1} \left(\frac{\sin x}{1 + \cos x} \right)} \\
{~\color{magenta} 2 } &{{}} &{{}} & {~=~} &{\tan^{-1} \left(\tan \frac{x}{2} \right)} \\
{~\color{magenta} 3 } &{{}} &{{}} & {~=~} &{\frac{x}{2}} \\
{~\color{magenta} 4 } &{\implies} &{\frac{dy}{dx}} & {~=~} &{\frac{1}{2}} \\
\end{array}$


◼ Remarks:
• 2 (magenta color): Here we use identities:
$\rm{\cos x ~=~ 1 - 2 \sin^2 \frac{x}{2}}$
$\rm{\cos x ~=~ 2 \cos^2 \frac{x}{2} - 1}$

Combining these two identities, we get:
$\rm{\tan \frac{x}{2}~=~\frac{\sin x}{1 + \cos x}}$

Part (iii): $\rm{\sin^{-1} \left(\frac{2^{x+1}}{1 + 4^x} \right)}$

1. First we will simplify the expression.
$\begin{array}{ll} {~\color{magenta}    1    }    &{{}}    &{\text{Let}~2^x}    & {~=~}    &{t}    \\
{~\color{magenta}    2    }    &{{}}    &{\text{Given:}~\frac{2^{x+1}}{1+4^x}}    & {~=~}    &{\frac{2.2^x}{1+(2.2)^x}}    \\
{~\color{magenta}    3    }    &{{}}    &{{}}    & {~=~}    &{\frac{2.2^x}{1+2^x .2^x}}    \\
{~\color{magenta}    4    }    &{{}}    &{{}}    & {~=~}    &{\frac{2t}{1+t^2}}    \\
\end{array}$

2. Next we will write 't' in terms of 𝜃.
$\begin{array}{ll} {~\color{magenta}    1    }    &{{}}    &{\text{Let}~t}    & {~=~}    &{\tan \frac{\theta}{2}}    \\
{~\color{magenta}    2    }    &{{}}    &{\text{Then:}~\frac{2t}{1+t^2}}    & {~=~}    &{\sin \theta}    \\
\end{array}$

(Identity 15. List of identities can be seen here

3. Next we will write 'y' in terms of 𝜃.
$\begin{array}{ll} {~\color{magenta}    1    }    &{{}}    &{y}    & {~=~}    &{\sin^{-1} \left(\frac{2^{x+1}}{1 + 4^x} \right)}    \\
{~\color{magenta}    2    }    &{{}}    &{{}}    & {~=~}    &{\sin^{-1} \left(\frac{2t}{1 + t^2} \right)}    \\
{~\color{magenta}    3    }    &{{}}    &{{}}    & {~=~}    &{\sin^{-1}(\sin \theta)}    \\
{~\color{magenta}    4    }    &{{}}    &{{}}    & {~=~}    &{\theta}    \\
\end{array}$

4. Next we will write 𝜃 in terms of 'x'.
$\begin{array}{ll} {~\color{magenta}    1    }    &{{}}    &{2^x}    & {~=~}    &{t}    \\
{~\color{magenta}    2    }    &{{}}    &{{}}    & {~=~}    &{\tan \frac{\theta}{2}}    \\
{~\color{magenta}    3    }    &{\implies}    &{\frac{\theta}{2}}    & {~=~}    &{\tan^{-1}(2^x)}    \\
{~\color{magenta}    4    }    &{\implies}    &{\theta}    & {~=~}    &{2. \tan^{-1}(2^x)}    \\
\end{array}$

5. Based on (3), we can now connect 'y' and 'x'.
$\begin{array}{ll} {~\color{magenta}    1    }    &{{}}    &{y}    & {~=~}    &{2. tan^{-1}(2^x)}    \\
{~\color{magenta}    2    }    &{\implies}    &{\frac{dy}{dx}}    & {~=~}    &{2. \frac{1}{1 + (2^x)^2}.\frac{d}{dx}(2^x)}    \\
{~\color{magenta}    3    }    &{{}}    &{{}}    & {~=~}    &{2. \frac{1}{1 + (2^2)^x}.\frac{d}{dx}(2^x)}    \\
{~\color{magenta}    4    }    &{{}}    &{{}}    & {~=~}    &{\frac{2}{1 + 4^x}.\frac{d}{dx}(2^x)}    \\
\end{array}$

6. So our next task is to find the derivative of $\rm{2^x}$.
$\begin{array}{ll} {~\color{magenta}    1    }    &{{}}    &{u}    & {~=~}    &{2^x}    \\
{~\color{magenta}    2    }    &{\implies}    &{\log u}    & {~=~}    &{x \log 2}    \\
{~\color{magenta}    3    }    &{\implies}    &{\frac{1}{u}.\frac{du}{dx}}    & {~=~}    &{1. \log 2}    \\
{~\color{magenta}    4    }    &{\implies}    &{\frac{du}{dx}}    & {~=~}    &{u.\log 2}    \\
{~\color{magenta}    5    }    &{{}}    &{{}}    & {~=~}    &{2^x \log 2}    \\
\end{array}$

7. So from (5), we get:
$\begin{array}{ll} {~\color{magenta}    1    }    &{{}}    &{\frac{dy}{dx}}    & {~=~}    &{\frac{2}{1 + 4^x}.\frac{d}{dx}(2^x)}    \\
{~\color{magenta}    2    }    &{{}}    &{{}}    & {~=~}    &{\frac{2}{1 + 4^x}.(2^x) \log 2}    \\
{~\color{magenta}    3    }    &{{}}    &{{}}    & {~=~}    &{\frac{2^{x+1} \log 2}{1 + 4^x}}    \\
\end{array}$



In the next section, we will see a few more solved examples.

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Sunday, July 28, 2024

21.19 - Second Order Derivative

In the previous section, we completed a discussion on parametric functions and their differentiation. In this section, we will see second order derivative.

The basic details can be written in 4 steps:
1. Consider the function y = f(x)
• If f(x) is differentiable, then we can write:
$\rm{\frac{dy}{dx}}\,=\,f'(x)$
2. We know that, f'(x) is also a function. If this f'(x) is differentiable, we can find it’s derivative also. In such a situation, we write:
$\rm{\frac{d}{dx} \left(\frac{dy}{dx} \right)\,=\,f''(x)}$
• $\rm{f''(x)}$ is known as the second order derivative of f(x).
• $\rm{\frac{d}{dx} \left(\frac{dy}{dx} \right)}$ is denoted as $\rm{\frac{d^2 y}{dx^2}}$
• So we get: $\rm{\frac{d^2 y}{dx^2}\,=\,f''(x)}$
3. If y = f(x) then we can write in the following ways also:
• $\rm{\frac{d^2 y}{dx^2}\,=\,f''(x)\,=\,D^2 y}$
• $\rm{\frac{d^2 y}{dx^2}\,=\,f''(x)\,=\,y''}$
• $\rm{\frac{d^2 y}{dx^2}\,=\,f''(x)\,=\,y_2}$
4. We can write steps similar to the above three, to define third order derivative, fourth order derivative, fifth order derivative, so on . . .

Let us see some solved examples

Solved example 21.60
$\rm{\text{Find}~\frac{d^2 y}{dx^2}~\text{if}~y = x^3 + tan x}$.
Solution:

Example of second order derivative.
 

Solved example 21.61
If y = A sin x + B cos x, then prove that $\rm{\frac{d^2 y}{dx^2}~+~y = 0}$.
Solution:


Solved example 21.62
If y = 3e2x + 2e2x, then prove that $\rm{\frac{d^2 y}{dx^2}~-~5\frac{dy}{dx}~+~6y = 0}$.
Solution:


Solved example 21.63
If y = sin−1x, show that $\rm{(1-x^2) \frac{d^2 y}{dx^2}~-~x \frac{dy}{dx} = 0}$.
Solution:



The link below gives a few more solved examples:

Exercise 21.7


In the next section, we will see mean value theorem.

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Monday, June 24, 2024

21.10 - Derivatives of Inverse Trigonometric Functions

In the previous section, we completed a discussion on derivatives of implicit functions. In this section, we will see derivatives of inverse trigonometric functions.

• We have seen inverse trigonometric functions in chapter 18. Now we want to find the derivatives of those functions.
• We know that, only continuous functions are differentiable. Inverse trigonometric functions are continuous functions. We will see the proof in higher classes.
• At present we will see the method for differentiating those functions.

Let us see an example. It can be written in 8 steps:
1. Given that, f(x) = sin−1x. We want to find f'(x).
2. Let y = sin−1x. Then x = sin y
3. Differentiating both sides with respect to x, we get:
$\frac{d}{dx} (x) ~=~ \frac{d}{dx} (\sin y)$
⇒ $1~=~ \cos y \frac{dy}{dx}$
⇒ $\frac{dy}{dx}~=~\frac{1}{\cos y}~=~\frac{1}{\cos(\sin^{-1} x)}$
4. In the above result, the denominator cos y should not be equal to zero.
• That means, y should not be equal to $-\frac{\pi}{2}$ or $\frac{\pi}{2}$.
• That means, sin−1x should not be equal to $-\frac{\pi}{2}$ or $\frac{\pi}{2}$.
• That means, x should not be equal to −1 or 1. 
5. In chapter 18, we saw that, the acceptable domain for the sin−1 function is [−1,1] (details here).
• But from the above step (4), we see that, derivative of the sin−1 function is not defined at −1 and 1.
• So we can write two important points:
(i) For the sin−1 function, the input can be taken from the interval [−1,1].
(ii) Derivative of the sin−1 function is available only in the interval (−1,1).
6. We can eliminate the trigonometric ratios from the result.
• We have:
$\cos^2 y ~=~ 1 - \sin^2 y ~=~ 1 - [\sin(\sin^{-1} x)]^2 ~=~1 - x^2 $
So $\cos y ~=~ \pm \sqrt{1 - x^2}$
7. We have to determine whether cos y is $\sqrt{1 - x^2}$ or $- \sqrt{1 - x^2}$.
• The input for cos y is "y", which is "sin−1x".
• We saw that, sin−1x should not be equal to $-\frac{\pi}{2}$ or $\frac{\pi}{2}$.
• That means, input for cos y should not be equal to $-\frac{\pi}{2}$ or $\frac{\pi}{2}$.
• Between $-\frac{\pi}{2}$ and $\frac{\pi}{2}$, cosine is +ve.
• So cos y is +ve.
• Thus $\cos y ~=~ \sqrt{1 - x^2}$
8. So we can write:
If y = sin−1 x, then $\frac{dy}{dx}~=~\frac{1}{\cos y}~=~\frac{1}{\cos(\sin^{-1} x)}~=~ \frac{1}{\sqrt{1 - x^2}}$


Now we will see the derivative of inverse cosine function. It can be written in 8 steps:

1. Given that, f(x) = cos−1x. We want to find f'(x).
2. Let y = cos−1x. Then x = cos y
3. Differentiating both sides with respect to x, we get:
$\frac{d}{dx} (x) ~=~ \frac{d}{dx} (\cos y)$
⇒ $1~=~ -\sin y \frac{dy}{dx}$
⇒ $\frac{dy}{dx}~=~\frac{-1}{\sin y}~=~\frac{-1}{\sin(\cos^{-1} x)}$
4. In the above result, the denominator sin y should not be equal to zero.
• That means, y should not be equal to 0 or $\pi$.
• That means, cos−1x should not be equal to 0 or $\pi$.
• That means, x should not be equal to 1 or −1. 
5. In chapter 18, we saw that, the acceptable domain for the cos−1 function is [−1,1] (details here).
• But from the above step (4), we see that, derivative of the cos−1 function is not defined at −1 and 1.
• So we can write two important points:
(i) For the cos−1 function, the input can be taken from the interval [−1,1].
(ii) Derivative of the cos−1 function is available only in the interval (−1,1).
6. We can eliminate the trigonometric ratios from the result.
• We have:
$\sin^2 y ~=~ 1 - \cos^2 y ~=~ 1 - [\cos(\cos^{-1} x)]^2 ~=~1 - x^2 $
So $\sin y ~=~ \pm \sqrt{1 - x^2}$
7. We have to determine whether sin y is $\sqrt{1 - x^2}$ or $- \sqrt{1 - x^2}$.
• The input for sin y is "y", which is "cos−1x".
• We saw that, cos−1x should not be equal to 0 or π.
• That means, input for sin y should not be equal to 0 or π.
• Between 0 and π, sine is +ve.
• So sin y is +ve.
• Thus $\sin y ~=~ \sqrt{1 - x^2}$
8. So we can write:
If y = cos−1 x, then $\frac{dy}{dx}~=~\frac{-1}{\sin y}~=~\frac{-1}{\sin(\cos^{-1} x)}~=~\frac{-1}{\sqrt{1 - x^2}}$


Now we will see the derivative of inverse tangent function. It can be written in 4 steps:

1. Given that, f(x) = tan−1x. We want to find f'(x).
2. Let y = tan−1x. Then x = tan y
3. Differentiating both sides with respect to x, we get:
$\frac{d}{dx} (x) ~=~ \frac{d}{dx} (\tan y)$
⇒ $1~=~ \sec^2 y \frac{dy}{dx}$
⇒ $\frac{dy}{dx}~=~\frac{1}{\sec^2 y}~=~\frac{1}{1 + \tan^2 y}~=~\frac{1}{1 + x^2 }$
4. In the above result, the denominator 1 + x2 can never become zero.
• That means, x can be any real number.


• We have seen the derivatives of:
    ♦ inverse sine function
    ♦ inverse cosine function
    ♦ inverse tangent function

• There are three more inverse trigonometric functions:
    ♦ inverse cosecant function
    ♦ inverse secant function
    ♦ inverse cotangent function
        ✰ Derivatives of these three functions can be obtained by writing them in terms of sine, cosine or tangent. For that, we can use the first property of inverse trigonometric functions. Details here.


Let us see some solved examples.

Solved example 21.37
Find $\frac{dy}{dx}$ if y = 4 cos−1 x − 10 tan−1 x.
Solution:


Solved example 21.38
Find $\frac{dy}{dx}~~ \text{if}~~ y \,=\, \sqrt{x} \sin^{-1} x$.
Solution:


 

Solved example 21.39
Find $\frac{dy}{dx}~~ \text{if}~~ y \,=\, \frac{1}{\sin^{-1} x}$
Solution:
$\begin{array}{ll} {~\color{magenta}    1    }    &{{}}    &{\frac{dy}{dx}}    & {~=~}    &{\frac{d}{dx}\left(\sin^{-1} x \right)^{-1}}    \\
{~\color{magenta}    2    }    &{{}}    &{{}}    & {~=~}    &{-1 \left(\sin^{-1} x \right)^{-2} \frac{d}{dx}\left(\sin^{-1} x \right)}    \\
{~\color{magenta}    3    }    &{{}}    &{{}}    & {~=~}    &{\frac{-1}{\left(\sin^{-1} x \right)^{2} \sqrt{1 – x^2}}}    \\
\end{array}$

Solved example 21.40
Find $\frac{dy}{dx}~~ \text{if}~~ y \,=\, x \tan^{-1} \sqrt{x}$
Solution:


 

Link to a few more solved examples is given below:

Exercise 21.3


We have completed a discussion on the derivatives of inverse trigonometric functions. In the next section, we will see Exponential functions.

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Friday, June 21, 2024

21.9 - Derivatives of Implicit Functions - Easy method

In the previous section, we saw the method to find the derivatives of implicit functions. In this section, we will see some solved examples. In those solved examples, we will see an easy method also.

Solved example 21.32
Find $\frac{dy}{dx}$ if x + sin (xy) − y = 0.
Solution:
1. Consider the function x + sin (xy) − y = 0.
• We want the derivative of this function with respect to x.
   ♦ That is., we want $\frac{dy}{dx}$.
2. Consider the "y" in the given equation. It is a function of "x" because, value of y depends on the value of x. So we can write "f(x)" in the place of "y". We get:
x + sin (x f(x)) − f(x) = 0
(We need not worry about how f(x) is defined. This fact will become clear when we solve a few problems)
3. Differentiating both sides, we get:
$\frac{d}{dx} (x) \,+\, \frac{d}{dx} \sin(x f(x)) \, - \, \frac{d}{dx} f(x) \,=\, \frac{d}{dx} (0)$
⇒ $1 \,+\, \frac{d}{dx} \sin(x f(x)) \, - \, f'(x) \,=\, 0$
4. The second term in the L.H.S needs special attention. It is the derivative of a composite function. It can be determined in 4 steps:
(i) g(x) = sin (x f(x)) = (vu)(x) = v(u(x))
Where u(x) = x f(x) and v(u(x)) = sin (x f(x)).
(ii) v'(u(x)) = cos (x f(x))
(iii) u'(x) = 1.f(x) + x f'(x)
(iv) So g'(x) = v'(u(x)).u'(x)
= f(x).cos (x f(x)) + x f'(x) cos(x f(x))
5. So the result in (3) becomes:
$1 \,+\, f(x).\cos (x f(x)) + x. f'(x). \cos(x f(x)) \, - \, f'(x) \,=\, 0$
⇒ $1 \,+\, f(x).\cos (x f(x)) ~+~  f'(x) \left[x. \cos(x. f(x)) \, - \, 1 \right] \,=\, 0$
⇒ $1 \,+\, f(x).\cos (x f(x)) ~-~  f'(x) \left[1~-~x. \cos(x. f(x))  \right] \,=\, 0$
⇒ $f'(x) = \frac{1 \,+\, f(x).\cos (x. f(x))}{1~-~x. \cos(x. f(x))}$
6. We wrote "f(x)" in the place of "y".
• So f'(x) is $\frac{dy}{dx}$
• Therefore, $\frac{dy}{dx} = \frac{1 \,+\, y \cos (xy)}{1~-~x \cos(xy)}$


Once we become familiar with the basics of this method,
    ♦ we need not write "f(x)" in the place of "y". 
        ✰ we can keep "y" as such.
    ♦ we need not write "f'(x)" to show differentiation of y.
        ✰ we can write $\frac{dy}{dx}$ instead.
    ♦ Also in simple cases, we may be able to apply chain rule in just one step.

So let us redo the above solved example.

$\begin{array}{ll} {~\color{magenta}    1    }    &{{}}    &{\frac{d}{dx} (x)\,+\,\frac{d}{dx} (\sin(xy))\,-\,\frac{d}{dx} (y)}    & {~=~}    &{\frac{d}{dx} (0)}    \\
{~\color{magenta}    2    }    &{\implies}    &{1\,+\,\frac{d}{dx} (\sin(xy))\,-\,\frac{dy}{dx}}    & {~=~}    &{0}    \\
{~\color{magenta}    3    }    &{\implies}    &{1\,+\,\cos(xy) \left[\frac{d}{dx} (x) .y + x.\frac{dy}{dx} \right]\,-\,\frac{dy}{dx}}    & {~=~}    &{0}    \\
{~\color{magenta}    4    }    &{\implies}    &{1\,+\,\cos(xy) \left[y + x.\frac{dy}{dx} \right]\,-\,\frac{dy}{dx}}    & {~=~}    &{0}    \\
{~\color{magenta}    5    }    &{\implies}    &{1\,+\,y \cos(xy) + x.\frac{dy}{dx} \cos(xy)\,-\,\frac{dy}{dx}}    & {~=~}    &{0}    \\
{~\color{magenta}    6    }    &{\implies}    &{1\,+\,y \cos(xy) + \frac{dy}{dx} \left[x \cos(xy)\,-\,1 \right]}    & {~=~}    &{0}    \\
{~\color{magenta}    7    }    &{\implies}    &{1\,+\,y \cos(xy)}    & {~=~}    &{\frac{dy}{dx} \left[1 - x \cos(xy) \right]}    \\
{~\color{magenta}    8    }    &{\implies}    &{\frac{dy}{dx}}    & {~=~}    &{\frac{1\,+\,y \cos(xy)}{1 - x \cos(xy)}}    \\
\end{array}$


Solved example 21.33
Find $\frac{dy}{dx}$ if x3y5 + 3x = 8y3 + 1.
Solution:
$\begin{array}{ll} {~\color{magenta}    1    }    &{{}}    &{\frac{d}{dx} (x^3 y^5)\,+\,\frac{d}{dx} (3x)}    & {~=~}    &{\frac{d}{dx} (8 y^3)\,+\,\frac{d}{dx} (1)}    \\
{~\color{magenta}    2    }    &{\implies}    &{\frac{d}{dx} (x^3 y^5)\,+\,3}    & {~=~}    &{\frac{d}{dx} (8 y^3)\,+\,0}    \\
{~\color{magenta}    3    }    &{\implies}    &{3 x^2 . y^5 \,+\,x^3 . \frac{d}{dx} (y^5) \,+\,3}    & {~=~}    &{8 \frac{d}{dx} (y^3)}    \\
{~\color{magenta}    4    }    &{\implies}    &{3 x^2 . y^5 \,+\,x^3 . \left[5 y^4 .  \frac{dy}{dx} \right] \,+\,3}    & {~=~}    &{8. 3 y^2 . \frac{dy}{dx}}    \\
{~\color{magenta}    5    }    &{\implies}    &{3 x^2 y^5 \,+\, 5 x^3 y^4 \frac{dy}{dx} \,+\, 3}    & {~=~}    &{24 y^2 \frac{dy}{dx}}    \\
{~\color{magenta}    6    }    &{\implies}    &{3 x^2 y^5  \,+\, 3}    & {~=~}    &{24 y^2 \frac{dy}{dx} \,-\, 5 x^3 y^4 \frac{dy}{dx}}    \\
{~\color{magenta}    7    }    &{\implies}    &{3 x^2 y^5  \,+\, 3}    & {~=~}    &{\left[24 y^2  \,-\, 5 x^3 y^4 \right]\frac{dy}{dx}}    \\
{~\color{magenta}    8    }    &{\implies}    &{\frac{dy}{dx}}    & {~=~}    &{\frac{3 x^2 y^5  \,+\, 3}{24 y^2  \,-\, 5 x^3 y^4}}    \\
\end{array}$

◼ Remarks:
• 3 (magenta color). For differentiating x3y5, we use product rule. For differentiating y5, we treat it as a composite function.

• In the R.H.S, y3 is also treated as a composite function.

Solved example 21.34
Find $\frac{dy}{dx}$ if x2 + xy + y2 = 100.
Solution:
$\begin{array}{ll} {~\color{magenta}    1    }    &{{}}    &{\frac{d}{dx} (x^2)\,+\,\frac{d}{dx} (xy) \,+\,\frac{d}{dx} (y^2)}    & {~=~}    &{\frac{d}{dx} (100)}    \\
{~\color{magenta}    2    }    &{\implies}    &{2x\,+\,\frac{d}{dx} (xy) \,+\,\frac{d}{dx} (y^2)}    & {~=~}    &{0}    \\
{~\color{magenta}    3    }    &{\implies}    &{2x\,+\,\left[1. {y} + x \frac{dy}{dx} \right] \,+\,\left[2y \frac{dy}{dx} \right]}    & {~=~}    &{0}    \\
{~\color{magenta}    4    }    &{\implies}    &{2x + y + (x+2y)\frac{dy}{dx}}    & {~=~}    &{0}    \\
{~\color{magenta}    5    }    &{\implies}    &{2x + y}    & {~=~}    &{- (x+2y)\frac{dy}{dx}}    \\
{~\color{magenta}    6    }    &{\implies}    &{\frac{dy}{dx}}    & {~=~}    &{\frac{-(2x + y)}{(x+2y)}}    \\
\end{array}$

Solved example 21.35
Find $\frac{dy}{dx}$ if x3 + x2y + xy2 + y3 = 81.
Solution:


Solved example 21.36
Find $\frac{dy}{dx}$ if sin2y + cos xy = π.
Solution:



We have completed a discussion on the derivatives of implicit functions. In the next section, we will see derivatives of inverse trigonometric functions.

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Wednesday, June 19, 2024

21.8 - Derivatives of Implicit Functions

In the previous section, we completed a discussion on chain rule. We saw some solved examples also. In this section, we will see derivatives of implicit functions.

First we will see some basic details about explicit functions. It can be written in 7 steps:
1. Consider the equation: x−y−π = 0
2. This equation has two variables x and y. The equation can be rearranged and written as:
y = x − π
After the rearrangement, the equation has become a function. We see that, y is a function of x.
3. We can write either of the two ways:
    ♦ y = x − π
    ♦ f(x) = x − π
Now it is easy to find the derivative $\frac{dy}{dx}$ or f'(x).
4. So there are functions which can be easily rearranged so that three conditions are satisfied:
(i) There is a single "y" variable on the L.H.S.
(ii) All "x terms" are on the R.H.S.
(iii) There is no "y" variable or "y term" on the R.H.S.
• Such functions are called explicit functions.
5. The equation xy = 1 is another example.
• We can rearrange this equation and write: $y=\frac{1}{x}$
• All three conditions that we wrote in (4) are satisfied.
• So xy = 1 is an explicit function.
6.In the case of explicit functions, We say that:
y is given as an explicit function of x
7. The dictionary meaning of 'explicit' is:
Clear and exact. There will not be any need for doubts.
• Indeed, in the case of explicit functions, we can clearly see how 'y' is dependent on 'x'.


Now we will see some basic details about implicit functions. It can be written in 5 steps:
1. Consider the equation: x+sin xy −y = 0
2. This equation has two variables x and y. The equation cannot be easily rearranged so as to satisfy the three conditions that we wrote in the case of explicit functions.
• Such functions are called implicit functions.
3. In the case of implicit functions also, "y" is dependent on "x". But the manner of this dependency is not clear and exact.
• We say that:
y is given as an implicit function of x.
That is., dependency of 'y' on 'x' is implied.
4. The dictionary meaning of 'implicit' is:
A fact is implied, but not communicated directly.
5. The equation x3y5 + 3x = 8y3 + 1
is another example.
• We cannot rearrange it easily.


Let us see how to find the derivative in the case of implicit functions. It can be explained in steps:

So far in this chapter, we have been finding the derivatives of explicit functions.
Consider the explicit function f(x) = 2x+3.
• This can be written as y = 2x+3 also.
• Using 'y' instead of 'f(x)' is useful when we plot the graph of the function.
   ♦ We plot the input values along the x-axis.
   ♦ The output values are 'f(x) values'. They are plotted along the y-axis.
   ♦ So using 'y' instead of 'f(x)' will not make any difference.

• We will now see a new method for finding the derivative. It can be explained using an example.
Let us first use an explicit function as example. The method can be written in 5 steps:
1. Consider the function x−y = π.
• We want the derivative of this function with respect to x.
   ♦ That is., we want $\frac{dy}{dx}$.
2. Consider the "y" in the given equation. It is a function of "x" because, value of y depends on the value of x. So we can write "f(x)" in the place of "y". We get:
x−f(x) = π
(We need not worry about how f(x) is defined. This fact will become clear when we solve a few problems)
3. Differentiating both sides, we get:
$\frac{d}{dx} (x) \,-\, \frac{d}{dx} f(x) \,=\, \frac{d}{dx} (\pi)$
⇒ 1 − f'(x) = 0
⇒ f'(x) = 1
4. We wrote "f(x)" in the place of "y".
• So f'(x) is $\frac{dy}{dx}$
• Therefore, $\frac{dy}{dx}$ = 1 
5. We will get the same result even if we begin with y = x−π.


Let us see another example to demonstrate the new method. This time also, we will use an explicit function.

1. Consider the function xy = 1.
• We want the derivative of this function with respect to x.
   ♦ That is., we want $\frac{dy}{dx}$.
2. Consider the "y" in the given equation. It is a function of "x" because, value of y depends on the value of x. So we can write "f(x)" in the place of "y". We get:
x f(x) = 1
(We need not worry about how f(x) is defined. This fact will become clear when we solve a few problems)
3. Differentiating both sides, we get:
$\frac{d}{dx} (x) . f(x) \,+\, x \frac{d}{dx} f(x) \,=\, \frac{d}{dx} (1)$
⇒ 1.f(x) + x f'(x) = 0
⇒ f'(x) = $-\frac{f(x)}{x}$
4. We wrote "f(x)" in the place of "y".
• So f'(x) is $\frac{dy}{dx}$
• Therefore, $\frac{dy}{dx} = -\frac{f(x)}{x} = - \frac{y}{x} = - \frac{1/x}{x} = -\frac{1}{x^2}$
5. We will get the same result even if we begin with $y=\frac{1}{x}$.


Now we will apply the new method to an implicit function.

1. Consider the function y + sin y = cos x.
• We want the derivative of this function with respect to x.
   ♦ That is., we want $\frac{dy}{dx}$.
2. Consider the "y" in the given equation. It is a function of "x" because, value of y depends on the value of x. So we can write "f(x)" in the place of "y". We get:
f(x) + sin (f(x)) = cos x
(We need not worry about how f(x) is defined. This fact will become clear when we solve a few problems)
3. Differentiating both sides, we get:
$\frac{d}{dx} (f(x)) \,+\, \frac{d}{dx} \sin(f(x)) \,=\, \frac{d}{dx} (\cos x)$
⇒ $f'(x) \,+\, \frac{d}{dx} \sin(f(x)) \,=\, - \sin x$
4. The second term in the L.H.S needs special attention. It is the derivative of a composite function. It can be determined in 4 steps:
(i) g(x) = sin (f(x)) = (vu)(x) = v(u(x))
Where u(x) = f(x) and v(u(x)) = sin (f(x)).
(ii) v'(u(x)) = cos (f(x))
(iii) u'(x) = f'(x)
(iv) So g'(x) = v'(u(x)).u'(x) = cos (f(x)).f'(x)
5. So the result in (3) becomes:
$f'(x) \,+\,  \cos(f(x)).f'(x) \,=\, - \sin x$
⇒ $f'(x) \left[1 \,+\,  \cos(f(x)) \right] \,=\, - \sin x$
⇒ $f'(x) \,=\, - \frac{\sin x}{1 \,+\,  \cos(f(x))}$
6. We wrote "f(x)" in the place of "y".
• So f'(x) is $\frac{dy}{dx}$
• Therefore, $\frac{dy}{dx} = - \frac{\sin x}{1 \,+\,  \cos(f(x))} = - \frac{\sin x}{1 \,+\,  \cos y}$
• Here, the denominator should not be zero. That means, cos y should not be −1.
• So we can write: y ≠ (2n+1)π


In the next section, we will see some solved examples.

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Saturday, June 15, 2024

21.7 - Chain Rule - Easy Method

In the previous section, we saw the basics about chain rule. We saw some solved examples also. In this section, we will see an alternate method for applying this rule.

The alternate method can be explained in 6 steps:
1. Recall the first example that we saw in the previous section.
• If f(x) = (3x+4)3, then
$\frac{df}{dx} \,=\, 9 (3x+4)^2$
2. The above result can be split up as:
$\frac{df}{dx} \,=\, 9 (3x+4)^2\,=\,\left[3 (3x+4)^2 \right].3$
So the result has two parts:
(i) $\left[3 (3x+4)^2 \right]$
(ii) 3
3. The function in our example is: f(x) = (3x+4)3.
We can write it as the composite of two functions: f(x) = v(u(x))
• Where
     (i) u(x) = 3x+4
     (ii) v(u(x)) = [u(x)]3.
• Then f(x) = v(u(x)) = v(3x+4) =  (3x+4)3.
4. Consider 3(ii) above. From that equation, we get:
$v'(u(x))\,=\,3[u(x)]^2\,=\,3 (3x+4)^2$
• So part (i) of the result that we wrote in step 2 is v'(u(x)).
5. Consider 3(i) above. From that equation, we get:
$u'(x)\,=\,3$
• So part (ii) of the result that we wrote in step 2 is u'(x).
6. Based on the above steps, we can write the procedure in brief:
(i) We are given f(x) = v(u(x)). We want f'(x).
(ii) First consider u(x) as a whole, and differentiate it. That means, we are finding v'(u(x))
(iii) Then differentiate u(x). That means, we are finding u'(x)
(iv) Finally, multiply the results in (ii) and (iii).
6. If it is a composite of 3 functions, then also, we can write the procedure in brief:
(i) We are given f(x) =w(v(u(x))). We want f'(x).
(ii) First consider v(u(x)) as a whole, and differentiate it. That means, we are finding w'(v(u(x)))
(iii) Next consider u(x) as a whole, and differentiate it. That means, we are finding v'(u(x))
(iv) Next differentiate u(x). That means, we are finding u'(x)
(v) Finally, multiply the results in (ii), (iii) and (iv).


Let us revisit the solved examples that we saw in the previous section.


Solved example 21.21
Find the derivative of the function given by f(x) = sin (x2)
Solution (alternate method):
1. f(x) = sin (x2) = (vu)(x) = v(u(x))
Where u(x) = x2 and v(u(x)) = sin (u(x)).
2. v'(u(x)) = cos (x2)
3. u'(x) = 2x
4. So f'(x) = v'(u(x)).u'(x) = 2x cos (x2)

Solved example 21.22
Find the derivative of the function given by f(x) = tan (2x+3)
Solution (alternate method):
1. f(x) = tan (2x+3) = (vu)(x) = v(u(x))
Where u(x) = 2x+3 and v(u(x)) = tan (u(x)).
2. v'(u(x)) = sec2(2x+3)
3. u'(x) = 2
4. So f'(x) = v'(u(x)).u'(x) = 2 sec2(2x+3)

Solved example 21.23
Find the derivative of the function given by f(x) = sin (cos (x2))
Solution (alternate method):
1. f(x) = sin (cos (x2)) = (wvu)(x) = (wv)(u(x))
Where u(x) = x2,  v(u(x)) = cos (u(x)) and w(v(u(x))) = sin (v(u(x))).
2. w'(v(u(x))) = cos (cos (x2))
3. v'(u(x)) = −sin (x2)
4. u'(x) = 2x
5. So f'(x) = w'(v(u(x))).v'(u(x)).u'(x)
= −2x sin (x2) cos (cos (x2))

Solved example 21.24
Find the derivative of the function given by
$f(x) = \sqrt{5x - 8}$
Solution (alternate method):
1. $f(x) = \sqrt{5x - 8}$ = (vu)(x) = v(u(x))
Where u(x) = 5x −8 and v(u(x)) = $\sqrt{u(x)}$.
2. v'(u(x)) = $\frac{1}{2} (5x - 8)^{- \frac{1}{2}}$
3. u'(x) = 5
4. So f'(x) = v'(u(x)).u'(x) = $\frac{5}{2 \sqrt{5x - 8}}$


Now we will see some new solved examples:

Solved example 21.25
Find the derivative of the function given by
$f(x) = \sin \left(3x^2 + x \right)$
Solution:
1. $f(x) = \sin \left(3x^2 + x \right)$ = (vu)(x) = v(u(x))
Where u(x) = (3x2 + x) and v(u(x)) = sin (u(x)).
2. v'(u(x)) = cos (3x2 + x)
3. u'(x) = 6x + 1
4. So f'(x) = v'(u(x)).u'(x) = (6x+1) cos (3x2 + x)

Solved example 21.26
Find the derivative of the function given by
f(x) = sec (1 − 5x)
Solution:
1. f(x) = sec (1 − 5x) = (vu)(x) = v(u(x))
Where u(x) = (1 − 5x) and v(u(x)) = sec (u(x)).
2. v'(u(x)) = sec (1 − 5x) tan (1 − 5x)
3. u'(x) = −5
4. So f'(x) = v'(u(x)).u'(x) = −5sec (1 − 5x) tan (1 − 5x)

Solved example 21.27
Find the derivative of the function given by
$f(x) = \left(2 x^3 \,+\, \cos x \right)^{50}$
Solution:
1. $f(x) = \left(2 x^3 \,+\, \cos x \right)^{50}$ = (vu)(x) = v(u(x))
Where $u(x) =\left(2 x^3 \,+\, \cos x \right)$ and $v(u(x)) = (u(x))^{50}$.
2. v'(u(x)) = $50\left(2 x^3 \,+\, \cos x \right)^{49}$
3. To find u'(x):
Part (i): differentiating 2x3:
The answer is 6x2.
Part (ii): differentiating cos x:
The answer is −sin x.
• So u'(x) = 6x2 − sin x.
4. So $f'(x) = 50 \left(6x^2 - \sin x \right) \left(2 x^3 \,+\, \cos x \right)^{49}$

Solved example 21.28
Find the derivative of the function given by
f(x) = cos2 (x)
Solution:
1. f(x) = cos2 (x) = (vu)(x) = v(u(x))
Where u(x) = cos (x) and v(u(x)) = (u(x))2 .
2. v'(u(x)) = 2 u(x) = 2 cos (x)
3. u'(x) = −sin (x)
4. So f'(x) = v'(u(x)).u'(x) = −2 sin (x) cos (x)
(This result can be obtained using product rule also)

Solved example 21.29
Find the derivative of the function given by
f(x) = sin2 (x)
Solution:
1. f(x) = sin2 (x) = (vu)(x) = v(u(x))
Where u(x) = sin (x) and v(u(x)) = (u(x))2 .
2. v'(u(x)) = 2 u(x) = 2 sin (x)
3. u'(x) = cos (x)
4. So f'(x) = v'(u(x)).u'(x) = 2 sin (x) cos (x)
(This result can be obtained using product rule also)

Solved example 21.30
Find the derivative of the function given by
f(x) = cos4 (x) + cos (x4)
Solution:
• The given function is of the form:
f(x) = g(x) + h(x)
• Applying algebra of derivatives, we can write:
f'(x) = g'(x) + h'(x)

Part (i): Finding g'(x)
1. g(x) = cos4 (x) = (vu)(x) = v(u(x))
Where u(x) = cos2 (x) and v(u(x)) = (u(x))2 .
2. v'(u(x)) = 2 u(x) = 2 cos2 (x)
3. u'(x) = −2 sin (x) cos (x)
4. So f'(x) = v'(u(x)).u'(x) = −4 sin (x) cos3 (x)

Part (ii): Finding h'(x)
1. h(x) = cos (x4) = (vu)(x) = v(u(x))
Where u(x) = x4 and v(u(x)) = cos (u(x)) .
2. v'(u(x)) = −sin (u(x)) = −sin (x4)
3. u'(x) = 4x3
4. So f'(x) = v'(u(x)).u'(x) = −4x3 sin (x4)

◼ Using the results from parts (i) and (ii), we can write:
f'(x) =  −4 sin (x) cos3 (x) −4x3 sin (x4)

Solved example 21.31
Find the derivative of the function given by
f(x) = [g(x)]n
Solution:
1. f(x) = [g(x)]n = (vu)(x) = v(u(x))
Where u(x) = g(x) and v(u(x)) = (u(x))n .
2. v'(u(x)) = n(u(x))(n-1) = n(g(x))(n-1)
3. u'(x) = g'(x)
4. So f'(x) = v'(u(x)).u'(x) = n[g(x)](n-1) g'(x).

• The above result gives us an easy method to find the derivative in those cases where f(x) is the power of another function.

• For example, consider f(x) = cos2x.
Here, g(x) = cos x and n = 2.
So f'(x) = 2[cos x]. −sin x = −2 sin x cos x.


Link to a few more solved examples is given below:

Exercise 21.2


We have completed a discussion on chain rule. In the next section, we will see derivatives of implicit functions.

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Saturday, June 8, 2024

21.6 - The Chain Rule

In the previous section, we completed a discussion on differentiability. In this section, we will see derivatives of composite functions.

First we will see an example. It can be written in 3 steps:
1. We want the derivative of f, where f(x) = (3x+4)3.
2. Let us expand (3x+4)3. We get:
f(x) = 27x3 + 108 x2 + 144 x + 64
3. This is a polynomial function. So we get:

$\begin{array}{ll} {~\color{magenta}    1    }    &{{}}    &{\frac{d}{dx} {f(x)}}    & {~=~}    &{\frac{d}{dx} {\left[(3x+4)^3 \right]}}    \\
{~\color{magenta}    2    }    &{{}}    &{{}}    & {~=~}    &{\frac{d}{dx} \left(27 x^3 + 108 x^2 + 144x + 64 \right)}    \\
{~\color{magenta}    3    }    &{{}}    &{{}}    & {~=~}    &{27(3)x^2 + 108 (2) x + 144 + 0}    \\
{~\color{magenta}    4    }    &{{}}    &{{}}    & {~=~}    &{81x^2 + 216 x + 144 }    \\
{~\color{magenta}    5    }    &{{}}    &{{}}    & {~=~}    &{9 \left(9 x^2 + 24 x + 16 \right)}    \\
{~\color{magenta}    6    }    &{{}}    &{{}}    & {~=~}    &{9 (3x + 4)^2}    \\
\end{array}$


Now we will see an easier method. The details about this new method can be written in 9 steps:

1. Consider the composite function f(x) = (v∘u)(x). It can also be written as f(x) = v(u(x)).
• We see that, the output of u is being used as the input for v.
2. The function in our example is: f(x) = (3x+4)3.
We can write it as the composite of two functions: f(x) = v(u(x))
    ♦ Where u(x) = 3x+4 and v(u(x)) = [u(x)]3.
• Then f(x) = v(u(x)) = v(3x+4) =  (3x+4)3.
3. Put u(x) = 3x+4 = t.
Then we get: f(x) = v(t) = t3 = (3x+4)3.
4. Recall the derivative that we obtained above, by considering it as a polynomial function.
• We obtained 9(3x+4)2.
• So now we can write:
$\frac{d}{dx} {f(x)} \,=\, 9 (3x+4)^2 \,=\, \left[3 (3x+4)^2 \right].3\,=\, \left[3 t^2 \right].3$
5. Let us write the general form for 3t2 and 3.
• We wrote: v(t) = t3.
   ♦ So 3t2 is $\frac{dv}{dt}$
• Similarly we wrote: t = 3x+4.
   ♦ So 3 is $\frac{dt}{dx}$
6. Now the result in (4) becomes:
$\frac{d}{dx} {f(x)} \,=\, 9 (3x+4)^2 \,=\, \left[3 (3x+4)^2 \right].3\,=\, \frac{dv}{dt}.\frac{dt}{dx}$
• Taking the first and last terms, we get:
$\frac{df}{dx} \,=\, \frac{dv}{dt}.\frac{dt}{dx}$
7. The result obtained in the above step (6) is known as the chain rule.
• Let us write the 4 steps for applying this rule:
(i) We are given the composite function: f(x) = (v∘u)(x)
• This can be written as f(x) = v(u(x))
• So output of u is the input of v. That means, u can be considered as the inner function.
(ii) We put inner function u(x) = t
From this, we can find $\frac{dt}{dx}$
(iii) Write the outer function v in terms of t.
From this, we can find $\frac{dv}{dt}$
(iv) Finally we can calculate $\frac{df}{dx}$ as follows:
$\frac{df}{dx} \,=\, \frac{dv}{dt}.\frac{dt}{dx}$
8. Chain rule can be extended to composite of 3 functions.
Let us write the 5 steps:
(i) We are given the composite function: f = w∘u∘v
(ii) We put the inner most function v = t
From this, we can find $\frac{dt}{dx}$
(iii) The next inner function is u.
• Write u in terms of t. This gives u(t)
• Put u(t) = s. From this, we can find $\frac{ds}{dt}$
(iv) The outer function is w.
• Write w in terms of s. This gives w(s)
• From this, we can find $\frac{dw}{ds}$
(v) Finally we can calculate $\frac{df}{dx}$ as follows:
$\frac{df}{dx} \,=\, \frac{dw}{ds}.\frac{ds}{dt}.\frac{dt}{dx}$
9. In this way, we can extend the chain rule to composite of 4 or more functions.

Solved example 21.21
Find the derivative of the function given by f(x) = sin (x2)
Solution:
1. f(x) = sin (x2) = (vu)(x) = v(u(x))
Where u(x) = x2 and v(u(x)) = sin (u(x)).
2. Put u(x) = x2 = t.
So $\frac{dt}{dx} = 2x$
3. v(u(x)) = sin (u(x))
• So v(t) = sin t
⇒ $\frac{dv}{dt} = \cos t = \cos (x^2) $
4. $\frac{df}{dx} = \frac{dv}{dt} . \frac{dt}{dx} = \cos (x^2) . 2x = 2x \cos (x^2)$

Solved example 21.22
Find the derivative of the function given by f(x) = tan (2x+3)
Solution:
1. f(x) = tan (2x+3) = (vu)(x) = v(u(x))
Where u(x) = 2x+3 and v(u(x)) = tan (u(x)).
2. Put u(x) = 2x+3 = t.
So $\frac{dt}{dx} = 2$
3. v(u(x)) = tan (u(x))
So v(t) = tan t
⇒ $\frac{dv}{dt} = \sec^2 t = \sec^2 (2x+3)$
4. $\frac{df}{dx} = \frac{dv}{dt} . \frac{dt}{dx} = \sec^2 (2x+3) . 2 = 2 \sec^2 (2x+3)$

Solved example 21.23
Find the derivative of the function given by f(x) = sin (cos (x2))
Solution:
1. f(x) = sin (cos (x2)) = (wvu)(x) = (wv)(u(x))
Where u(x) = x2,  v(u(x)) = cos (u(x)) and w(v(u(x))) = sin (v(u(x))).
2. Put u(x) = x2 = t.
So $\frac{dt}{dx} = 2x$
3. Put v(u(x)) = cos (u(x)) = cos t = s.
So $\frac{ds}{dt} = - \sin t = -\sin x^2$
4. w(v(u(x))) = sin (v(u(x)))
so w(s) = sin (s)
⇒ $\frac{dw}{ds} = \cos s = \cos (\cos t) = \cos (\cos x^2)$
5. $\frac{df}{dx} \,=\, \frac{dw}{ds}.\frac{ds}{dt}.\frac{dt}{dx}$
= cos (cos x2). −sin x2. 2x
= −2x sin x2. cos (cos x2)

Solved example 21.24
Find the derivative of the function given by
$f(x) = \sqrt{5x - 8}$
Solution:
1. $f(x) = \sqrt{5x - 8}$ = (vu)(x) = v(u(x))
Where u(x) = 5x−8 and v(u(x)) = $\sqrt{u(x)}$.
2. Put u(x) = 5x−8 = t.
So $\frac{dt}{dx} = 5$
3. v(u(x)) = $\sqrt{u(x)}$
So v(t) = $\sqrt{t}$
⇒ $\frac{dv}{dt} = \frac{1}{2} (t)^{- \frac{1}{2}} = \frac{1}{2 \sqrt{5x - 8}}$
4. $\frac{df}{dx} = \frac{dv}{dt} . \frac{dt}{dx} = \frac{1}{2 \sqrt{5x - 8}} . 5 = \frac{5}{2 \sqrt{5x - 8}}$


We have seen the basics about chain rule. In the next section, we will see an alternate method for applying this rule.

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