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This is a multi-part question. For each of these functions, find the least integer

n such that
f(x) is
O(x ^n ).
a) f(x)= √x
b) f(x)=e ^x
c) f(x)=ln(x)

1 Answer

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Final answer:

To find the least integer n such that f(x) is O(x^n) for each function, we need to determine how the function grows or decays as x increases. The least integer n for f(x) = √x is 0, for f(x) = e^x is any positive integer, and for f(x) = ln(x) is any positive real number.

Step-by-step explanation:

To find the least integer n such that f(x) is O(x^n) for each function, we need to determine how the function grows or decays as x increases. Let's analyze each function separately:

a) f(x) = √x

The function √x represents the square root of x. As x increases, the value of √x increases as well, but at a decreasing rate. This suggests that the function √x can be approximated by O(x^0) or O(1). Therefore, the least integer n is 0.

b) f(x) = e^x

The function e^x represents exponential growth. As x increases, the value of e^x increases rapidly. This suggests that the function e^x can be approximated by O(x^n) for any positive integer n. Therefore, the least integer n is any positive integer.

c) f(x) = ln(x)

The function ln(x) represents logarithmic growth. As x increases, the value of ln(x) increases slowly. This suggests that the function ln(x) can be approximated by O(x^n) for any positive real number n. Therefore, the least integer n is any positive real number.

User Thomas Pons
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