Math Problem Statement

find the limits of the numerical sequence

Find the limits of the numerical sequence as n approaches infinity.

Solution

The given expression involves a sequence with a limit as nn \to \infty:

limn(34+516+964++(14n+2n4n)).\lim_{n \to \infty} \left( \frac{3}{4} + \frac{5}{16} + \frac{9}{64} + \dots + \left( \frac{1}{4^n} + \frac{2^n}{4^n} \right) \right).

Let's break this down step by step:

  1. The terms appear to follow a pattern:

    • First term: 34\frac{3}{4}
    • Second term: 516\frac{5}{16}
    • Third term: 964\frac{9}{64}
    • General term: k24k\frac{k^2}{4^k}, where kk is the position of the term (for k1k \geq 1).
  2. The limit expression includes an additional term at the end, which is the sum of: 14n+2n4n=14n+(24)n=14n+2n4n.\frac{1}{4^n} + \frac{2^n}{4^n} = \frac{1}{4^n} + \left( \frac{2}{4} \right)^n = \frac{1}{4^n} + \frac{2^n}{4^n}. Simplifying the second term: 2n4n=(12)n.\frac{2^n}{4^n} = \left( \frac{1}{2} \right)^n.

  3. The entire sequence resembles a series where each term has the form k24k\frac{k^2}{4^k} plus the remaining terms involving powers of 14\frac{1}{4} and 12\frac{1}{2}.

Limit Calculation:

The series involves a combination of decreasing terms as nn \to \infty. Let's analyze the behavior:

  • The terms k24k\frac{k^2}{4^k} decrease rapidly as kk \to \infty because 4k4^k grows much faster than k2k^2, making each successive term smaller.
  • The additional terms 14n\frac{1}{4^n} and 2n4n\frac{2^n}{4^n} tend to 0 as nn \to \infty, since both powers of 44 and 12\frac{1}{2} decay to 0.

Therefore, the entire expression converges to a limit, and since all terms decay to 0, the limit of the sequence is:

1.\boxed{1}.

Would you like more details or have any questions?

Related Questions:

  1. How do we prove the convergence of the series k=1k24k\sum_{k=1}^{\infty} \frac{k^2}{4^k}?
  2. What is the behavior of the general term k24k\frac{k^2}{4^k} as kk \to \infty?
  3. Can the series be summed using any special formulas for power series?
  4. How does the inclusion of 14n+2n4n\frac{1}{4^n} + \frac{2^n}{4^n} affect the convergence?
  5. What techniques can be used to find limits of similar sequences involving exponential decay?

Tip:

For sequences involving powers, always check the rate at which terms decay, especially for powers like 4n4^n or 2n2^n, as they often lead to zero in limits.

Ask a new question for Free

By Image

Drop file here or Click Here to upload

Math Problem Analysis

Mathematical Concepts

Series
Limits
Sequences
Exponential Decay

Formulas

General term of the series: k^2 / 4^k
Exponential decay: (1/2)^n

Theorems

Limit of series
Convergence of exponential decay

Suitable Grade Level

Grades 11-12 (Advanced High School) or Early College