Chapter 9: Problem 5
Determine whether the alternating series converges; justify your answer. $$\sum_{k=1}^{\infty}(-1)^{k+1} e^{-k}$$
Short Answer
Expert verified
The series converges by the Alternating Series Test.
Step by step solution
01
Identify the alternating series
The given series is \(\sum_{k=1}^{\infty}(-1)^{k+1} e^{-k}\), which is an alternating series. The terms can be expressed as \(a_k = (-1)^{k+1} e^{-k}\), where \(b_k = e^{-k}\).
02
Verify the conditions of the Alternating Series Test
The Alternating Series Test states that an alternating series \(\sum (-1)^{k+1} b_k\) converges if two conditions are met: 1. \(b_k > 0\) for all \(k\) and 2. \(b_{k+1} \leq b_k\) for all \(k\) (the sequence of \(b_k\) is non-increasing), and 3. \(\lim_{k \to \infty} b_k = 0\).
03
Check monotonicity of \(b_k\)
Identify \(b_k = e^{-k}\). Since \(e^{-k+1} < e^{-k}\) for all \(k\) because the exponential function decays as \(k\) increases, \(b_k\) is a decreasing sequence. So the second condition of the Alternating Series Test is satisfied.
04
Evaluate the limit of \(b_k\) as \(k\) approaches infinity
Compute the limit \(\lim_{k \to \infty} e^{-k} = 0\). This means the third condition of the Alternating Series Test is satisfied, which is \(\lim_{k \to \infty} b_k = 0\).
05
Apply the Alternating Series Test conclusion
Since all conditions of the Alternating Series Test are satisfied: \(b_k\) is positive, \(b_k\) is decreasing, and \(\lim_{k \to \infty} b_k = 0\), the given alternating series \(\sum_{k=1}^{\infty}(-1)^{k+1} e^{-k}\) converges.
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Key Concepts
These are the key concepts you need to understand to accurately answer the question.
Convergence
Convergence in a series essentially checks whether adding up an infinite number of terms results in a finite sum. For an alternating series, it alternates signs between its terms. This particular series is defined as \(\sum_{k=1}^{\infty}(-1)^{k+1} e^{-k}\). The Alternating Series Test helps us determine when such a series converges.
In general, a series converges if, when summed up, it approaches a finite boundary rather than growing indefinitely. The Alternating Series Test requires two conditions to confirm convergence:
In general, a series converges if, when summed up, it approaches a finite boundary rather than growing indefinitely. The Alternating Series Test requires two conditions to confirm convergence:
- Each term \(b_k\) must be positive.
- The partial sums of \(b_k\) must be monotonically decreasing and approaching zero.
Exponential Decay
Exponential decay is a process where the quantity decreases at a rate proportional to its current value. In our series, each term \(b_k = e^{-k}\) represents exponential decay.
As \(k\) increases, \(e^{-k}\) shrinks rapidly, which makes this function useful in modeling fading processes in mathematics and science.
As \(k\) increases, \(e^{-k}\) shrinks rapidly, which makes this function useful in modeling fading processes in mathematics and science.
- For example, every increment in \(k\) causes the term to cater to its rapid decrease, shown by \(e^{-k+1} < e^{-k}\).
- This captures the concept of how values drop sharply as the sequence progresses.
Limit Evaluation
Limit evaluation is the process of finding out how a function behaves as the input approaches a certain value, usually infinity in calculus problems. For the given series, we need to ensure the limit of \(b_k = e^{-k}\) as \(k\) approaches infinity is zero.
Evaluating limits involve looking closely at the trend
Evaluating limits involve looking closely at the trend
- Since \(b_k = e^{-k}\) is the term, it gradually shrinks toward zero.
- We compute \(\lim_{k \to \infty} e^{-k} = 0\), showing that the series' terms vanish over time.