Chapter 8: Problem 9
Evaluate \(\lim _{n \rightarrow \infty} a_{n}\) for the given sequence \(\left\\{a_{n}\right\\}\). $$ a_{n}=\frac{n 2^{n}+3^{n}+1}{n 2^{n}+3^{n}+2} $$
Short Answer
Expert verified
The limit is 1.
Step by step solution
01
Write Down the Expression
We start with the expression for the sequence: \( a_n = \frac{n 2^n + 3^n + 1}{n 2^n + 3^n + 2} \). We need to evaluate the limit as \( n \to \infty \).
02
Identify Dominant Terms
In both the numerator \( n2^n + 3^n + 1 \) and the denominator \( n2^n + 3^n + 2 \), the dominant term for large \( n \) is \( 3^n \), since \( 3^n \) grows faster than \( n2^n \) and the constants 1 and 2.
03
Simplify by Dividing by Dominant Term
To simplify, divide every term in the numerator and the denominator by \( 3^n \): \[ a_n = \frac{\frac{n 2^n}{3^n} + 1 + \frac{1}{3^n}}{\frac{n 2^n}{3^n} + 1 + \frac{2}{3^n}} \].
04
Simplify Each Term
The term \( \frac{n2^n}{3^n} = n \left( \frac{2}{3} \right)^n \). As \( n \to \infty \), \( \left( \frac{2}{3} \right)^n \to 0 \) much faster than \( n \to \infty \), so the expression simplifies to: \[ a_n = \frac{0 + 1 + 0}{0 + 1 + 0} = \frac{1}{1}. \]
05
Evaluate the Limit
Since \( a_n \) simplifies to \( \frac{1}{1} = 1 \) as \( n \to \infty \), we calculate the limit as: \( \lim_{n \to \infty} a_n = 1 \).
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Key Concepts
These are the key concepts you need to understand to accurately answer the question.
Dominant Terms
When evaluating limits, identifying dominant terms in a sequence is crucial. Dominant terms are the parts of an expression that grow the fastest as the variable approaches infinity. In our sequence \( a_n = \frac{n 2^n + 3^n + 1}{n 2^n + 3^n + 2} \),the dominant term is found by comparing how quickly each term grows as \( n \) becomes very large. Here,
- The term \( 3^n \) grows very quickly as \( n \) increases since raising a larger base number to increasing powers grows rapidly.
- The term \( n 2^n \), although it includes a factor that also grows, increases more slowly because multiplying \( 2^n \) by \( n \) cannot outpace the exponential growth of \( 3^n \).
- Constants like 1 and 2 become negligible compared to exponential terms.
Limit Evaluation
Limit evaluation involves simplifying an expression to find its behavior as a variable approaches a certain point, often infinity. In calculus, this process can reveal stability or convergence in sequences or functions. In our exercise, we must simplify the original sequence to evaluate the limit:\[a_n = \frac{n 2^n + 3^n + 1}{n 2^n + 3^n + 2}\]After identifying \( 3^n \) as the dominant term in both the numerator and the denominator, we divide every component by this term:\[\frac{\frac{n 2^n}{3^n} + 1 + \frac{1}{3^n}}{\frac{n 2^n}{3^n} + 1 + \frac{2}{3^n}}\]In doing so, we focus on how each part behaves. As \( n \) approaches infinity,
- Expressions like \( \frac{n 2^n}{3^n} = n \left( \frac{2}{3} \right)^n \) diminish rapidly to zero because \( \left( \frac{2}{3} \right)^n \) converges to zero faster than \( n \) diverges.
- Other terms involving \( \frac{1}{3^n} \) and \( \frac{2}{3^n} \) effectively shrink to zero, leaving 1 as the remaining significant term.
Sequence Simplification
The process of simplifying sequences involves reducing complex expressions into simpler forms to facilitate understanding, especially when evaluating limits. In this exercise, we've seen
- How breaking down terms by their growth rates prepares expressions for division by dominant terms, which significantly simplifies the limit evaluation.
- After simplifying via division by the dominant term, we simplify further by acknowledging terms that disappear, like \( \left( \frac{2}{3} \right)^n \), because they reduce to zero.
- This transforms the sequence into its simplest form where unstable or negligible parts vanish as \( n \to \infty \).