Chapter 3: Problem 24
If \(y(n)=e^{x} e^{x^{2}} \ldots e^{x^{n}}, 0
Short Answer
Expert verified
The short answer is: (c) \(2 e\).
Step by step solution
01
Write the given function in a compact form
We can write the given function y(n) as:
\[y(n) = e^{x} e^{x^{2}} \ldots e^{x^{n}}\]
Simplify the expression using the exponent addition rule:
\[y(n) = e^{(x + x^2 + \dots + x^n)}\]
02
Calculate the derivative of y(n) with respect to x
Now, let's differentiate y(n) with respect to x using the chain rule:
\[\frac{dy(n)}{dx} = e^{(x + x^2 + \dots + x^n)} \cdot \frac{d(x + x^2 + \dots + x^n)}{dx}\]
Next, differentiate the sum of x terms:
\[\frac{d(x + x^2 + \dots + x^n)}{dx} = 1 + 2x + \dots + nx^{n-1}\]
So, the derivative of y(n) w.r.t x becomes:
\[\frac{dy(n)}{dx} = e^{(x + x^2 + \dots + x^n)} (1 + 2x + \dots + nx^{n-1})\]
03
Calculate the limit
Now, we need to find the limit of the derivative as n approaches infinity:
\[\lim_{n \to \infty} \frac{dy(n)}{dx}\]
Notice that the factor (1 + 2x + ... + nx^{n-1}) is finite and does not depend on n. Thus, we focus on the limit of the exponent part.
04
Evaluate the limit
We must evaluate the following limit:
\[\lim_{n \to \infty} e^{(x + x^2 + \dots + x^n)}\]
Since 0 < x < 1, the sum of the exponents converges to a finite value. Therefore, the limit becomes:
\[\lim_{n \to \infty} e^{(x + x^2 + \dots + x^n)} = e^S\]
where S is the sum of the convergent series (x + x^2 + ... ).
We can also proceed to compute S and evaluate the derivative at x = 1/2.
05
Evaluate at x = 1/2
Plug in x = 1/2 in the derivative:
\[\frac{dy(n)}{dx} = e^{(0.5 + 0.25 + \dots + (0.5)^n)} (1 + 2(0.5) + \dots + n(0.5)^{n-1})\]
Now, find the limit of the function as n approaches infinity:
\[\lim_{n \to \infty} \frac{dy(n)}{dx} = e^{\sum_{k=1}^{\infty} \frac{1}{2^k}} \left(\sum_{k=1}^{\infty} k \frac{1}{2^{k}}\right)\]
Using geometric series properties, and noting that both series converge, we obtain:
\[ e^{\frac{1/2}{1-1/2}} \cdot \frac{1/4}{(1/2)^2} = e^1\cdot2 = 2e\]
Hence, the correct answer is (c) \(2 e\).
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Key Concepts
These are the key concepts you need to understand to accurately answer the question.
Limit of a Function
In calculus, the concept of limits helps us understand the behavior of functions as they approach a specific point or as a variable approaches infinity. The goal is to find out what the function is heading towards, even if it never actually reaches that point.
- For a function like \( f(x) \), the limit as \( x \) approaches a point \( a \) is denoted as \( \lim_{{x \to a}} f(x) \).
- In some cases, like in this exercise, we are also interested in the limit as \( n \to \infty \), which means we want to know how the function behaves when \( n \) gets very large.
Derivative
The derivative of a function at a point is a measure of the rate at which the function's value changes as its input changes. It is like the slope of a line at any given point on the function's graph.
- The derivative of a function \( y = f(x) \) concerning \( x \) is usually represented as \( \frac{dy}{dx} \).
- To find a derivative, we often use rules like the power rule, product rule, or chain rule depending on the complexity of the function.
Geometric Series
A geometric series is a series with a constant ratio between successive terms. Understanding geometric series is valuable as it greatly simplifies the calculations of certain sums.
- A geometric series can be written generally as \( a + ar + ar^2 + \ldots \), where \( r \) is the common ratio.
- If the absolute value of \( r \) is less than 1, the series converges to \( \frac{a}{1-r} \).
Exponent Rules
Exponent rules help simplify expressions with exponents and are essential in solving derivatives and limits involving exponential functions. Here are some crucial exponent rules:
- The product rule: \( a^m \times a^n = a^{m+n} \).
- The power of a product rule: \( (ab)^n = a^n \times b^n \).
- The power of a power rule: \( (a^m)^n = a^{m \times n} \).