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 such that is , we need to focus on the asymptotic growth of the function's terms as .
Step-by-Step Process:
-
Break the function into parts:
- Here we have two terms: and .
-
Analyze the growth of each term:
- : This term grows like .
- : This term grows faster than , but slightly slower than , due to the logarithmic factor.
-
Find the dominant term:
- Between and , the term grows faster than as .
- Therefore, the term dominates the growth of .
-
Estimate the order of the function:
- The logarithmic term grows slower than any power of , but grows slightly faster than .
- Since we are interested in the least integer such that , we should approximate the growth of as , because grows very slowly compared to powers of .
Conclusion:
Thus, the least integer such that is .
Would you like further clarification on any step or concept? Here are some related questions to explore:
- What is Big-O notation, and how is it used to estimate the growth of functions?
- How does the logarithmic function compare to polynomial functions in terms of growth?
- Why does the term dominate over for large values of ?
- What is the difference between Big-O and little-o notation?
- How would the result change if included an exponential term?
Tip: When comparing terms for Big-O, always focus on the highest power of 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)
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