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Evaluate each limit by interpreting it as a Riemann sum in which the given interval is divided into \(n\) subintervals of equal width. $$ \lim _{n \rightarrow+\infty} \sum_{k=1}^{n} \frac{n}{n^{2}+k^{2}} ;[0,1] $$

Short Answer

Expert verified
The limit evaluates to \( \frac{\pi}{4} \).

Step by step solution

01

Recognizing the Riemann Sum

The given expression \( \lim _{n \rightarrow+\infty} \sum_{k=1}^{n} \frac{n}{n^{2}+k^{2}} \) is a Riemann sum for a definite integral over the interval \([0, 1]\). The term \( \frac{n}{n^{2} + k^{2}} \) represents the height of each rectangle in the Riemann sum, while \( \Delta x = \frac{1}{n} \) is the width of each subinterval.
02

Expressing Subinterval and Midpoint

For a Riemann sum over \([0, 1]\), with \(n\) subintervals, the width of each subinterval is \( \Delta x = \frac{1}{n} \). The midpoint \( x_k \) of the \(k\)-th subinterval is given by \( x_k = \frac{k}{n} \). Therefore, the expression in the sum \( \frac{n}{n^{2}+k^{2}} \) can be rewritten using \( x_k \):\[\frac{1}{1+ (\frac{k}{n})^2}\]
03

Setting Up the Integral

Rewriting the Riemann sum as an integral,\[\lim_{n \to \infty} \sum_{k=1}^{n} \frac{1}{n} \cdot \frac{1}{1 + (\frac{k}{n})^2} = \int_{0}^{1} \frac{1}{1 + x^2} \, dx\]This step involves equating the expression to the integral of the function \( \frac{1}{1 + x^2} \), which is integrated from 0 to 1.
04

Evaluating the Integral

The antiderivative of \( \frac{1}{1+x^2} \) is \( \arctan(x) \). Therefore, evaluate the integral:\[\int_{0}^{1} \frac{1}{1+x^2} \, dx = \left[ \arctan(x) \right]_{0}^{1} = \arctan(1) - \arctan(0)\]
05

Calculating the Result

Calculating further, using the known values of the inverse tangent function:- \( \arctan(1) = \frac{\pi}{4} \) because tangent of \( \frac{\pi}{4} \) is 1.- \( \arctan(0) = 0 \) because tangent of 0 is 0.Thus, the result is:\[\frac{\pi}{4} - 0 = \frac{\pi}{4}\]

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Key Concepts

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

Definite Integral
A definite integral represents the accumulation of quantities over an interval. Think of it as summing up a series of small contributions to get a total value. Specifically, the definite integral of a function from point 'a' to 'b' is written as:\[\int_{a}^{b} f(x) \, dx\]Here, the integral computes the area under the curve of the function \( f(x) \) from \( x = a \) to \( x = b \). In the given exercise, the definite integral over the interval \([0, 1]\) is calculated to find the limit of the Riemann sum. Understanding a definite integral can help in evaluating areas, physics problems, and more.
Limit Evaluation
Limit evaluation is the process of finding what value a function approaches as the input approaches some limit. Limits are crucial in calculus, especially when dealing with infinite processes.When evaluating the limit of a Riemann sum as \( n \to \infty \), the Riemann sum translates to a definite integral. In our problem, that limit is expressed as:\[\lim_{n \to \infty} \sum_{k=1}^{n} \frac{n}{n^{2}+k^{2}}\]This requires seeing what the expression becomes as \( n \) grows larger. Since it's a Riemann sum, finding its limit effectively provides us with the value of the corresponding definite integral. This is key to transitioning from a discrete sum to a continuous integral.
Antiderivative
An antiderivative, or indefinite integral, refers to the function that, when differentiated, yields the original function. It's the reverse process of differentiation.For the function \( \frac{1}{1+x^2} \), its antiderivative is \( \arctan(x) \). This is a standard result since the derivative of \( \arctan(x) \) is precisely \( \frac{1}{1+x^2} \).In the definite integral evaluation from 0 to 1, this antiderivative helps us solve:\[\int_{0}^{1} \frac{1}{1+x^2} \, dx = [\arctan(x)]_{0}^{1} = \arctan(1) - \arctan(0)\]Finding the antiderivative is often a critical step in solving an integral.
Interval Division
Interval division breaks down a given range into smaller parts to analyze a function's behavior over each subsection. In Riemann sums, it's vital to divide the interval into equal subintervals.For example, when you divide the interval \([0, 1]\) into \( n \) subintervals, each subinterval has a width \( \Delta x = \frac{1}{n} \). Each point \( x_k \) in these subintervals is given by \( x_k = \frac{k}{n} \), where \( k \) ranges from 1 to \( n \).This division helps in approximating the function simply over small ranges and leads to constructing the Riemann sum. When \( n \to \infty \), the approximation improves, eventually resulting in the definite integral. Interval division allows converting comprehensive range observations into manageable segments.

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