Theory and Concept
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The first derivative of a differentiable function helps us identify its critical points and determine the intervals on which the function increases or decreases. The second derivative test helps us classify a stationary point as a local maximum or a local minimum.
For a function \(f(x)\), the necessary condition for a stationary point is
If \(f'(a)=0\) and \(f''(a)<0\), then \(f(x)\) has a local maximum at \(x=a\), provided the second derivative exists there.
In this question,
Here, \(\log x\) denotes the natural logarithm \(\ln x\), as is customary in calculus when the logarithm appears without an explicitly stated base. The domain of the function is \(x>0\).
We will first find the stationary point by differentiating the function and then use the second derivative test to establish that the function has a maximum at \(x=e\). We will also determine the maximum value of the function.
Step-by-step Plan
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Identify the domain of the given function.
Differentiate the function using the product rule or quotient rule.
Equate the first derivative to zero to find the stationary point.
Calculate the second derivative carefully.
Evaluate the second derivative at the stationary point.
Use the second derivative test to establish the maximum.
Calculate the maximum value of the function.
Graph / Figure
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The graph of \(f(x)=\dfrac{\log x}{x}\) provides a visual interpretation of the maximum. The function increases for \(0
Complete Solution
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- Write the given function and determine its domain.
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Given — \[f(x)=\frac{\log x}{x}\]
- Since the logarithm is defined only for positive real numbers, we require\[x>0\]Therefore, the domain of the function is \((0,\infty)\).
- Find the first derivative.
- Rewrite the function using the laws of exponents:\[f(x)=(\log x)x^{-1}\]
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Using the product rule,\[\frac{d}{dx}[u(x)v(x)]=u'(x)v(x)+u(x)v'(x)\]
- Take\[u(x)=\log x,\qquad v(x)=x^{-1}\]
- Their derivatives are\[u'(x)=\frac{1}{x}\]\[v'(x)=-x^{-2}=-\frac{1}{x^2}\]
- Applying the product rule, we obtain\[ \begin{aligned} f'(x) &=\frac{1}{x}\cdot x^{-1} +(\log x)(-x^{-2})\\[6pt] &=x^{-2}-(\log x)x^{-2}\\[6pt] &=\frac{1}{x^2}-\frac{\log x}{x^2}\\[6pt] &=\frac{1-\log x}{x^2} \end{aligned} \]
- Hence, the first derivative is\[\boxed{f'(x)=\frac{1-\log x}{x^2}}\]
- Find the stationary point.
- For a stationary point, set the first derivative equal to zero:\[f'(x)=0\]
- Substituting the derivative,\[\frac{1-\log x}{x^2}=0\]
- Since \(x>0\), the denominator \(x^2\) is strictly positive and cannot be zero. Therefore, the numerator must be zero:\[1-\log x=0\]
- Rearranging,\[\log x=1\]
- Taking the natural logarithm into exponential form gives\[x=e^1\]
- Therefore, the only stationary point is\[\boxed{x=e}\]
- Find the second derivative.
- We have already obtained\[f'(x)=\frac{1-\log x}{x^2}\]
- Rewrite this expression as\[f'(x)=(1-\log x)x^{-2}\]
- Differentiate using the product rule:\[ \begin{aligned} f''(x) &=\frac{d}{dx}(1-\log x)\cdot x^{-2}\\ &\quad +(1-\log x)\frac{d}{dx}(x^{-2}) \end{aligned} \]
- Now,\[\frac{d}{dx}(1-\log x)=-\frac{1}{x}\]and\[\frac{d}{dx}(x^{-2})=-2x^{-3}\]
- Substituting these derivatives,\[ \begin{aligned} f''(x) &=\left(-\frac{1}{x}\right)x^{-2} +(1-\log x)(-2x^{-3})\\[6pt] &=-x^{-3}-2(1-\log x)x^{-3}\\[6pt] &=-\frac{1}{x^3} -\frac{2-2\log x}{x^3}\\[6pt] &=\frac{-1-2+2\log x}{x^3}\\[6pt] &=\frac{2\log x-3}{x^3} \end{aligned} \]
- Thus, the correct second derivative is\[\boxed{f''(x)=\frac{2\log x-3}{x^3}}\]
- Apply the second derivative test at \(x=e\).
- We found the stationary point \(x=e\). Substituting \(x=e\) into the second derivative,\[f''(e)=\frac{2\log e-3}{e^3}\]
- Since \(\log e=1\),\[ \begin{aligned} f''(e) &=\frac{2(1)-3}{e^3}\\[6pt] &=\frac{2-3}{e^3}\\[6pt] &=-\frac{1}{e^3} \end{aligned} \]
- As \(e^3>0\), we have\[f''(e)=-\frac{1}{e^3} < 0\]
- Therefore, by the second derivative test, the function has a local maximum at \(x=e\)\[\boxed{\text{The function has a maximum at }x=e}\]
- Find the maximum value.
- To calculate the maximum value, substitute \(x=e\) into the original function:\[f(e)=\frac{\log e}{e}\]
- Since \(\log e=1\),\[f(e)=\frac{1}{e}\]
- Hence, the maximum value of the function is\[\boxed{f_{\max}=\frac{1}{e}}\]
Final Answer
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Exam Significance
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- Application of derivatives: This problem tests the use of derivatives to determine the maximum of a function.
- Differentiation skills: It assesses the product rule and the differentiation of logarithmic and power functions.
- Second derivative test: Students must demonstrate that a stationary point is a maximum by showing that the second derivative is negative at that point.
- Stepwise presentation: Writing the first derivative, solving \(f'(x)=0\), calculating \(f''(x)\), and substituting the critical point makes the proof complete and easier to evaluate.
- Maximum value versus maximum point: The point occurs at \(x=e\), while the maximum function value is \(1/e\). Distinguishing these two quantities avoids a common examination error.
Significance for Competitive Entrance Examinations
- JEE Main and Advanced: The problem reinforces stationary points, logarithmic differentiation, monotonicity, and the classification of extrema. Similar techniques can appear in questions involving parameter values or inequalities.
- Other engineering entrance examinations: The first derivative test can be useful for identifying increasing and decreasing intervals without calculating the second derivative.
- Objective problem-solving: Recognising that \(x^2\) is positive throughout the domain makes the sign analysis of \(f'(x)\) faster and more reliable.
- Advanced applications: The same optimisation procedure is applicable to functions involving logarithms, exponentials, rational expressions, and products of elementary functions.
Key Takeaways
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The domain of \(f(x)=\dfrac{\log x}{x}\) is \(x>0\).
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The first derivative is \(\displaystyle f'(x)=\frac{1-\log x}{x^2}\).
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Setting \(f'(x)=0\) gives the stationary point \(x=e\).
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The correct second derivative is \(\displaystyle f''(x)=\frac{2\log x-3}{x^3}\).
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Since \(\displaystyle f''(e)=-\frac{1}{e^3}<0\), the second derivative test establishes a local maximum at \(x=e\).
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The first derivative changes from positive to negative at \(x=e\), proving that this is also the global maximum on \((0,\infty)\).
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The maximum point is \(\displaystyle \left(e,\frac{1}{e}\right)\), and the maximum value is \(\displaystyle \frac{1}{e}\).