Question

Difficulty: Very hardBasic Single-Event Probability

An integer nn is selected at random from the set {1,2,3,,500}\{1, 2, 3, \dots, 500\}. What is the probability that nn is a perfect square that leaves a remainder of 11 when divided by 33?

Answer: 0.03

Answer

0.03
The sample space consists of 500 equally likely outcomes. Perfect squares in this range are generated by integers kk from 1 to 22. Evaluating k2(mod3)k^2 \pmod 3 shows that k2k^2 has a remainder of 1 when divided by 3 for all integers kk not divisible by 3. Excluding the 7 multiples of 3 from the 22 possible values of kk leaves 15 favorable integers. Dividing the 15 favorable outcomes by the 500 total outcomes gives a probability of 0.03.

Step-by-Step Solution

1
Determine total possible outcomes.
The total number of integers in the set {1,2,3,,500}\{1, 2, 3, \dots, 500\} is N=500N = 500.
Each integer in the set is equally likely to be selected.
2
Find the range of square roots for perfect squares in the set.
Since 222=48450022^2 = 484 \le 500 and 232=529>50023^2 = 529 > 500, n=k2n = k^2 for k{1,2,,22}k \in \{1, 2, \dots, 22\}.
There are 22 perfect squares in the given sample space.
3
Apply remainder constraints to k2k^2.
A square k2k^2 leaves a remainder of 11 when divided by 33 if and only if kk is not divisible by 33.
If kk is a multiple of 3, k2k^2 is divisible by 3 (remainder 0). If kk is not a multiple of 3, k1k \equiv 1 or 2(mod3)2 \pmod 3, so k21(mod3)k^2 \equiv 1 \pmod 3.
4
Count the number of favorable outcomes.
The multiples of 3 up to 22 are 3,6,9,12,15,18,213, 6, 9, 12, 15, 18, 21 (7 numbers). Thus, there are 227=1522 - 7 = 15 values of kk that satisfy the condition.
Favorable outcomes correspond exactly to integers k{1,2,,22}k \in \{1, 2, \dots, 22\} that are not multiples of 3.
5
Compute the single-event probability.
Probability =15500=0.03= \frac{15}{500} = 0.03.
The probability of a single event is the number of favorable outcomes divided by the total number of outcomes.

Key Concept

Basic Single-Event Probability with Number Properties
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