Chapter 4: Problem 15
Calculate the linear approximation for \(f(x)\) : $$f(x) \approx f(a)+f^{\prime}(a)(x-a)$$ \(f(x)=\frac{1}{(1+x)^{2}}\) at \(a=0\)
Short Answer
Expert verified
The linear approximation is \( f(x) \approx 1 - 2x \).
Step by step solution
01
Evaluate the function at a
To find the linear approximation of the function, we start by evaluating the function at the point a. Here, we have \(f(x) = \frac{1}{(1+x)^2}\) and \(a = 0\). Substitute \(a\) into \(f(x)\):\[ f(0) = \frac{1}{(1+0)^2} = \frac{1}{1} = 1 \]
02
Find the derivative of the function
Next, we need the derivative of the function \(f(x) = \frac{1}{(1+x)^2}\). We use the chain rule for differentiation. The derivative is:\[ f'(x) = -2(1+x)^{-3} \]
03
Evaluate the derivative at a
Now, substitute \(a = 0\) into the derivative to find \(f'(a)\):\[ f'(0) = -2(1+0)^{-3} = -2 \]
04
Write out the linear approximation formula
Using the formula for linear approximation:\[ f(x) \approx f(a) + f'(a)(x-a) \]Substitute \( f(a) = 1 \), \( f'(a) = -2 \), and \( a = 0 \) into this formula to get:\[ f(x) \approx 1 + (-2)(x-0) = 1 - 2x \]
05
Verify the linear approximation expression
We've determined that the linear approximation for \( f(x) = \frac{1}{(1+x)^2} \) at \( a = 0 \) is:\[ f(x) \approx 1 - 2x \] Confirm this by checking the Expression with possible inputs around \( a = 0 \) for truth upton first few decimal points.
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Key Concepts
These are the key concepts you need to understand to accurately answer the question.
Derivative
The derivative is a fundamental concept in calculus, representing the rate at which a function changes as its input changes. For a function like \( f(x) = \frac{1}{(1+x)^2} \), the derivative helps us understand how \( f(x) \) behaves for small changes around a given point, \( a \). For linear approximation, the derivative at point \( a \), noted as \( f'(a) \), indicates the slope of the tangent line to \( f(x) \) at that point.
The process of finding the derivative of \( \frac{1}{(1+x)^2} \) involves the differentiation of a power law function. For this, we use the rule that describes how to differentiate \( (g(x))^n \), specifically leading to \(-2(1+x)^{-3}\) when applying the chain rule. This result illustrates that for every slight increase in \( x \), \( f(x) \) decreases at a certain rate.
Understanding derivatives is crucial because they give us the gradient of a function, enabling us to make predictions about the function's behavior near specific points. These predictions are the essence of linear approximations.
The process of finding the derivative of \( \frac{1}{(1+x)^2} \) involves the differentiation of a power law function. For this, we use the rule that describes how to differentiate \( (g(x))^n \), specifically leading to \(-2(1+x)^{-3}\) when applying the chain rule. This result illustrates that for every slight increase in \( x \), \( f(x) \) decreases at a certain rate.
Understanding derivatives is crucial because they give us the gradient of a function, enabling us to make predictions about the function's behavior near specific points. These predictions are the essence of linear approximations.
Chain Rule
The chain rule is a powerful technique for differentiating complex functions that are composed of simpler functions. It allows us to find the derivative of a function that is a function of another function. For the function \( f(x) = (1+x)^{-2} \), the chain rule simplifies the process.
In this exercise, the function \( (1+x)^{-2} \) is a composition of an outer function, \( u^n \), and an inner function, \( u = 1+x \). The chain rule requires taking the derivative of the outer function with respect to the inner function and then multiplying it by the derivative of the inner function itself. * The derivative of \( u^n \) where \( n = -2 \) is \( -2u^{-3} \).
* The derivative of \( u = 1+x \) is \( 1 \), since the derivative of \( x \) is \( 1 \) and the derivative of a constant is \( 0 \).
Combining these uses of the chain rule gives us \( f'(x) = -2(1+x)^{-3} \). This rule is indispensable in calculus, especially when dealing with functions that comprise several layers.
In this exercise, the function \( (1+x)^{-2} \) is a composition of an outer function, \( u^n \), and an inner function, \( u = 1+x \). The chain rule requires taking the derivative of the outer function with respect to the inner function and then multiplying it by the derivative of the inner function itself. * The derivative of \( u^n \) where \( n = -2 \) is \( -2u^{-3} \).
* The derivative of \( u = 1+x \) is \( 1 \), since the derivative of \( x \) is \( 1 \) and the derivative of a constant is \( 0 \).
Combining these uses of the chain rule gives us \( f'(x) = -2(1+x)^{-3} \). This rule is indispensable in calculus, especially when dealing with functions that comprise several layers.
Function Evaluation
Function evaluation involves calculating the value of a function for specific inputs. It is a straightforward yet essential procedure in calculus, particularly when applying concepts such as linear approximation.
To evaluate a function at a point, simply substitute the specific value into the function formula. In our exercise, we needed to evaluate \( f(x) = \frac{1}{(1+x)^2} \) at \( a = 0 \). Substituting gives us:* \( f(0) = \frac{1}{(1+0)^2} = 1 \)
Function evaluation also requires calculating the derivative at this point. In this case, substituting \( a = 0 \) into the derivative \( f'(x) = -2(1+x)^{-3} \) yields:* \( f'(0) = -2(1+0)^{-3} = -2 \)
Both function evaluation and derivative evaluation are key to determining linear approximations. They help in simplifying computations and making precise predictions about function behavior for values near \( a = 0 \).
To evaluate a function at a point, simply substitute the specific value into the function formula. In our exercise, we needed to evaluate \( f(x) = \frac{1}{(1+x)^2} \) at \( a = 0 \). Substituting gives us:* \( f(0) = \frac{1}{(1+0)^2} = 1 \)
Function evaluation also requires calculating the derivative at this point. In this case, substituting \( a = 0 \) into the derivative \( f'(x) = -2(1+x)^{-3} \) yields:* \( f'(0) = -2(1+0)^{-3} = -2 \)
Both function evaluation and derivative evaluation are key to determining linear approximations. They help in simplifying computations and making precise predictions about function behavior for values near \( a = 0 \).