Math Problem Statement

For each of these functions, find the least integer n such that f(x) is O(x^n).

If f(x) = 2x^2 + x^3logx, then the least integer n is:

Solution

To determine the least integer nn such that f(x)=2x2+x3logxf(x) = 2x^2 + x^3 \log x is O(xn)O(x^n), we need to focus on the asymptotic growth of the function's terms as xx \to \infty.

Step-by-Step Process:

  1. Break the function into parts:

    • f(x)=2x2+x3logxf(x) = 2x^2 + x^3 \log x
    • Here we have two terms: 2x22x^2 and x3logxx^3 \log x.
  2. Analyze the growth of each term:

    • 2x22x^2: This term grows like x2x^2.
    • x3logxx^3 \log x: This term grows faster than x3x^3, but slightly slower than x4x^4, due to the logarithmic factor.
  3. Find the dominant term:

    • Between 2x22x^2 and x3logxx^3 \log x, the term x3logxx^3 \log x grows faster than 2x22x^2 as xx \to \infty.
    • Therefore, the term x3logxx^3 \log x dominates the growth of f(x)f(x).
  4. Estimate the order of the function:

    • The logarithmic term logx\log x grows slower than any power of xx, but x3logxx^3 \log x grows slightly faster than x3x^3.
    • Since we are interested in the least integer nn such that f(x)=O(xn)f(x) = O(x^n), we should approximate the growth of x3logxx^3 \log x as O(x3)O(x^3), because logx\log x grows very slowly compared to powers of xx.

Conclusion:

Thus, the least integer nn such that f(x)=O(xn)f(x) = O(x^n) is 3\boxed{3}.

Would you like further clarification on any step or concept? Here are some related questions to explore:

  1. What is Big-O notation, and how is it used to estimate the growth of functions?
  2. How does the logarithmic function compare to polynomial functions in terms of growth?
  3. Why does the term x3logxx^3 \log x dominate over 2x22x^2 for large values of xx?
  4. What is the difference between Big-O and little-o notation?
  5. How would the result change if f(x)f(x) included an exponential term?

Tip: When comparing terms for Big-O, always focus on the highest power of xx and consider additional slow-growing factors like logarithms only after comparing the powers.

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Math Problem Analysis

Mathematical Concepts

Big-O Notation
Asymptotic Analysis
Logarithmic Functions
Polynomial Growth

Formulas

f(x) = O(x^n)
f(x) = 2x^2 + x^3 logx

Theorems

Big-O Notation Definition

Suitable Grade Level

College Level (Calculus or Discrete Mathematics)