3. Which of the following functions grow faster than x² as x→∞? Which grow at the same rate as x²? Which grow slower?
e. x ln(x)

검증된 단계별 안내

Recall that to compare growth rates of functions as \(x \to \infty\), we often use limits of their ratios. Specifically, for two functions \(f(x)\) and \(g(x)\), we consider \(\lim_{x \to \infty} \frac{f(x)}{g(x)}\).

Here, we want to compare \(f(x) = x \ln(x)\) with \(g(x) = x^{2}\). So, set up the limit: \(\lim_{x \to \infty} \frac{x \ln(x)}{x^{2}}\).

Simplify the expression inside the limit: \(\frac{x \ln(x)}{x^{2}} = \frac{\ln(x)}{x}\). Now, analyze the behavior of \(\frac{\ln(x)}{x}\) as \(x \to \infty\).

Since \(\ln(x)\) grows slower than any positive power of \(x\), the limit \(\lim_{x \to \infty} \frac{\ln(x)}{x} = 0\). This means \(x \ln(x)\) grows slower than \(x^{2}\) as \(x \to \infty\).

Therefore, \(x \ln(x)\) grows slower than \(x^{2}\) as \(x\) approaches infinity.

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주요 개념

질문에 올바르게 답하기 위해 반드시 이해해야 하는 핵심 개념들은 다음과 같습니다.

Asymptotic Growth Rates

Asymptotic growth rates describe how functions behave as the input grows very large. Comparing growth rates helps determine which functions increase faster, slower, or at the same rate as a reference function, such as x², by analyzing their dominant terms for large x.

Big-O and Big-Theta Notation

Big-O notation classifies functions by their upper bound growth rate, while Big-Theta notation describes functions that grow at the same rate asymptotically. These notations help compare functions like x ln(x) and x² by formalizing their relative growth as x approaches infinity.

Behavior of Logarithmic and Polynomial Functions

Logarithmic functions like ln(x) grow slower than any positive power of x, while polynomial functions grow at rates determined by their degree. Understanding that x ln(x) grows slower than x² because ln(x) grows slower than x is key to comparing their growth rates.

3. Which of the following functions grow faster than x² as x→∞? Which grow at the same rate as x²? Which grow slower?e. x ln(x)