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In Exercises \(1-28\) , find \(d y / d x\) . Remember that you can use NDER to support your computations. $$y=(\ln x)^{2}$$

Short Answer

Expert verified
The derivative of the function \(y=(\ln x)^{2}\) with respect to \(x\) is \(dy/dx = 2*ln(x)/x\).

Step by step solution

01

Identify the outer and inner functions

In the chain rule, if a function \(y\) can be written in the form \(y=f(g(x))\), then \(y' = f'(g(x))*g'(x)\). For the given function \(y=(\ln x)^{2}\), the outer function is \(f(u) = u^2\) and the inner function is \(g(x) = \ln x\).
02

Differentiate Outer and Inner Functions

Apply the power rule to the outer function \(f(u) = u^2\), causing the derivative to become \(f'(u) = 2u\). Differentiate the inner function \(g(x) = \ln x\) to obtain \(g'(x) = 1/x\).
03

Apply Chain Rule

Now apply the chain rule which states that if a variable \(z\) depends on the variable \(y\), which itself depends on the variable \(x\), then \(z\), via the intermediate variable of \(y\), depends on \(x\) as: \(dz/dx = dz/dy * dy/dx\). Substitute the derivatives of the outer and inner functions, so the derivative \(dy/dx\) is \(f'(g(x))*g'(x) = 2*ln x*(1/x) = 2*ln(x)/x\).

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Key Concepts

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

Logarithmic Differentiation
Logarithmic differentiation offers an alternative approach to finding the derivative of functions that are difficult to differentiate using standard rules. This is particularly useful when dealing with functions raised to powers, variables in exponents, or products and quotients of functions.

The process involves taking the natural logarithm of both sides of an equation and then differentiating implicitly. This approach simplifies the differentiation process by turning multiplication into addition and division into subtraction, according to the properties of logarithms.
  • For multiplication, \( \ln(a \cdot b) = \ln(a) + \ln(b) \)
  • For division, \( \ln(\frac{a}{b}) = \ln(a) - \ln(b) \)
After taking the logarithm, one can apply the derivative of the natural logarithm along with the chain rule to find the derivative of complicated functions.
Power Rule
The power rule is one of the most fundamental rules of differentiation and is used to find the derivative of a function in the form of \(f(x) = x^n\), where \(n\) is any real number.

The rule states that if \(f(x) = x^n\), then the derivative \(f'(x) = n \cdot x^{n-1}\). This is an immediate consequence of the definition of the derivative and provides a quick and efficient way to differentiate functions with polynomial terms.

In the exercise, we apply the power rule to \(f(u) = u^2\), where \(u = \ln(x)\). The power rule simplifies this to \(2u\), which we then multiply by the derivative of \(u\), using the chain rule.
Derivative of Natural Logarithm
The natural logarithm function, denoted by \(\ln(x)\), has a simple but incredibly important derivative in calculus. The derivative of \(\ln(x)\) with respect to \(x\) is \(\frac{1}{x}\). This rule springs directly from the definition of the derivative and the special properties of the natural logarithm.

When differentiating functions involving \(\ln(x)\), it's important to remember that its derivative only applies directly to functions of the form \(\ln(x)\) and must be adjusted using the chain rule when dealing with a composite function like \(\ln(g(x))\).

In our example, the inner function \(g(x) = \ln x\) is differentiated to \(g'(x) = \frac{1}{x}\), and then this derivative is used in conjunction with the outer function's derivative via the chain rule to calculate the overall derivative of the function.

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Most popular questions from this chapter

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Multiple Choice Which of the following is the domain of \(f^{\prime}(x)\) if \(f(x)=\log _{2}(x+3) ? \quad\) (A) \(x<-3 \quad\) (B) \(x \leq 3 \quad\) (C) \(x \neq-3 \quad\) (D) \(x>-3\) (E) \(x \geq-3\)

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