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A function \(f\) is given. Use logarithmic differentiation to calculate \(f^{\prime}(x)\). $$ f(x)=x^{3 x} $$

Short Answer

Expert verified
The derivative is \(f'(x) = x^{3x} \cdot (3\ln(x) + 3)\).

Step by step solution

01

Apply Logarithm to the Function

Start by taking the natural logarithm of both sides. Since the function is given as \(f(x) = x^{3x}\), taking the natural logarithm gives \( \ln(f(x)) = \ln(x^{3x}) \). Using the properties of logarithms, simplify the right side: \( \ln(f(x)) = 3x \cdot \ln(x) \).
02

Differentiate Both Sides

Differentiate both sides with respect to \(x\). The left side becomes \( \frac{d}{dx}[\ln(f(x))] = \frac{f'(x)}{f(x)} \) by chain rule. The right side is differentiated using the product rule: \( \frac{d}{dx}[3x \cdot \ln(x)] = 3 \ln(x) + 3\cdot \frac{1}{x} \cdot x = 3\ln(x) + 3 \).
03

Solve for \(f'(x)\)

To isolate \(f'(x)\), multiply both sides by \(f(x)\), giving us \(f'(x) = f(x) \cdot (3\ln(x) + 3)\). Substitute \(f(x) = x^{3x}\) into the equation. This gives \(f'(x) = x^{3x} \cdot (3\ln(x) + 3)\).

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Key Concepts

These are the key concepts you need to understand to accurately answer the question.

Product Rule
The product rule is an essential tool in calculus for differentiating products of two functions. If we have a function that is the product of two other functions, say, \(u(x)\) and \(v(x)\), then the derivative of their product is given by:
  • \((uv)' = u'v + uv'\)
This means you take the derivative of the first function and multiply it by the second function, and then add it to the first function multiplied by the derivative of the second function.
In the exercise, the function \(3x \cdot \ln(x)\) appears during differentiation. Here, \(3x\) and \(\ln(x)\) are treated as separate functions. To differentiate \(3x \cdot \ln(x)\), apply the product rule:
  • The derivative of \(3x\) is 3.
  • \(\ln(x)\) remains the same.
  • The derivative of \(\ln(x)\) is \(\frac{1}{x}\).
Using these, the application of the product rule yields \(3 \ln(x) + 3 \cdot \frac{1}{x} \cdot x\), simplifying to \(3 \ln(x) + 3\).
Chain Rule
The chain rule is a fundamental principle in calculus used when differentiating composite functions. A composite function is a function wrapped inside another function, generally expressed as \(y = g(f(x))\).
The chain rule formula is:
  • \(\frac{dy}{dx} = \frac{dg}{df} \times \frac{df}{dx}\)
In simple terms, differentiate the outer function, and then multiply it by the derivative of the inner function.
In our step-by-step solution, the chain rule is applied when differentiating the left side: \(\frac{d}{dx}[\ln(f(x))]\). Here, the outer function is \(\ln(u)\), and the inner function is \(u = f(x)\).
The derivative of \(\ln(u)\) is \(\frac{1}{u}\). Hence:
  • \(\frac{d}{dx}[\ln(f(x))] = \frac{1}{f(x)} \cdot f'(x)\)
This chain rule application is crucial for isolating \(f'(x)\) in the solution.
Natural Logarithm
The natural logarithm, denoted as \(\ln(x)\), is the logarithm to the base \(e\), where \(e\) is approximately 2.718, a fundamental constant in mathematics.
The natural logarithm has some unique properties which are particularly useful in calculus:
  • \(\ln(ab) = \ln(a) + \ln(b)\)
  • \(\ln\left(\frac{a}{b}\right) = \ln(a) - \ln(b)\)
  • \(\ln(a^b) = b\ln(a)\)
In our exercise, a critical step involves applying \(\ln(x^{3x})\). Using the property \(\ln(a^b) = b\ln(a)\), it simplifies to \(3x \cdot \ln(x)\). This simplification is key to making differentiation more straightforward, and it is essential to understand these properties when dealing with logarithmic differentiation.
This technique helps transform complex expressions into simpler ones, which are often easier to differentiate.

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Most popular questions from this chapter

\- A real-valued function \(f\) of a real variable \(x\) is said to be algebraic if there is a polynomial \(p(u, v)\) with integer coefficients such that \(p(x, f(x))=0\) for all \(x .\) For example, \(f(x)=\) \(2 x+\sqrt{x^{2}+1}\) is algebraic because $$ \begin{aligned} p(x, f(x))=& 3 x^{2}+\left(2 x+\sqrt{x^{2}+1}\right)^{2} \\ &-4 x\left(2 x+\sqrt{x^{2}+1}\right)-1 \\ \equiv & 0 \end{aligned} $$ for \(p(u, v)=3 u^{2}+v^{2}-4 u v-1 .\) A function that is not algebraic is said to be transcendental. Find a polynomial that shows that the given expression is algebraic. $$ 2+\sqrt{1+x / x} $$

Differentiate the given expression with respect to \(x\). $$ \operatorname{arccot}(\sqrt{x}) $$

Use a central difference quotient to approximate \(f^{\prime}(c)\) for the given \(f\) and \(c .\) Plot the function and the tangent line at \((c, f(c))\). $$ f(x)=\sinh ^{-1}\left(\log _{2}(x)\right), \quad c=2.5 $$

A demand curve is given. Use the method of implicit differentiation to find \(d q / d p .\) For the given price \(p_{0}\), solve the demand equation to find the corresponding demand \(q_{0}\). Then use the differential approximation with base point \(p_{0}\) to estimate the demand at price \(p_{1} .\) Find the exact demand at price \(p_{1} .\) What is the relative error that results from the differential approximation? $$ p^{2} q / 10+5 p q^{1 / 5}=1280200, p_{0}=1.80, p_{1}=2 $$

Explain how the linearizations of the differentiable functions \(f\) and \(g\) at \(c\) may be used to discover the product rule for \((f \cdot g)^{\prime}(c)\).

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