Question
Two number and are randomly chosen from the set of natural numbers. Then, the probability that the value of is non-zero, equals
Options
Solution
1. Key Concepts and Formulas
- Periodicity of Powers of : The imaginary unit exhibits a cyclical pattern for its integer powers. For any natural number , can only take one of four distinct values: , , , and . This cycle repeats every four powers, meaning depends solely on the remainder of when divided by 4.
- Basic Probability: The probability of an event is defined as the ratio of the number of favorable outcomes to the total number of equally likely outcomes in the sample space: .
- Complementary Probability: It is often simpler to calculate the probability of the complementary event (the event that does not occur) and subtract it from 1 to find the probability of : .
- Independent Events: If two events are independent, the total number of combined outcomes is the product of the number of outcomes for each individual event.
2. Step-by-Step Solution
Step 1: Determine the possible values of and their probabilities.
- What we are doing: We need to understand the behavior of when is a randomly chosen natural number.
- Why we are doing this: The problem involves and , not and directly. The cyclic nature of powers of simplifies the infinite set of natural numbers into a finite set of possible values for .
- Mathematics and Reasoning:
The powers of follow a cycle of 4:
- If , then .
- If , then .
- If , then .
- If (or ), then . When a natural number is chosen randomly, it is assumed that its remainder when divided by 4 is uniformly distributed among . This implies that each of the four possible values for is equally likely. Thus, for (and similarly for ), the possible values are , and each occurs with a probability of .
Step 2: Define the Sample Space for .
- What we are doing: We are determining the total number of distinct ordered pairs of values that can take.
- Why we are doing this: This forms the denominator for our probability calculation. Since and are chosen independently, the value of does not affect the value of .
- Mathematics and Reasoning: There are 4 possible values for (namely ). There are 4 possible values for (namely ). Since and are chosen independently, the total number of possible ordered pairs is the product of the number of possibilities for each: Each of these 16 outcomes is equally likely.
Step 3: Identify the Unfavorable Event.
- What we are doing: The problem asks for the probability that is non-zero. It is often easier to calculate the probability of the complementary event, which is when the sum is zero. Let be the event that . We will calculate the probability of , where .
- Why we are doing this: Using complementary probability simplifies the counting process, as there are fewer cases where the sum is zero than where it is non-zero.
- Mathematics and Reasoning:
We need to find all pairs from our sample space of 16 outcomes such that . This condition is equivalent to .
Let's list the pairs that satisfy this condition:
- If , then must be . This gives the pair .
- If , then must be . This gives the pair .
- If , then must be . This gives the pair .
- If , then must be . This gives the pair . These are the only 4 pairs out of the 16 total outcomes where .
Step 4: Calculate the Probability of the Favorable Event.
- What we are doing: Using the number of unfavorable outcomes and the total number of outcomes, we first calculate the probability of the unfavorable event and then use the complementary probability rule to find the probability of the desired event.
- Why we are doing this: This is the final step in applying the probability formulas to answer the question.
- Mathematics and Reasoning: The probability of the unfavorable event () is: The probability of the favorable event () is:
3. Common Mistakes & Tips
- Ignoring Periodicity: A common mistake is to not recognize the cyclic nature of powers of , which is fundamental to simplifying the problem from infinite possibilities to finite ones.
- Incorrect Distribution Assumption: Assuming and are "randomly chosen natural numbers" implies a uniform distribution of remainders modulo 4. Misinterpreting this can lead to incorrect probabilities for individual values.
- Counting Errors: Carefully listing all possible outcomes and systematically identifying favorable/unfavorable cases is crucial to avoid miscounts. A grid can be helpful for visualization.
- Not Using Complementary Probability: While direct counting of favorable outcomes (12 pairs) is possible, calculating the unfavorable outcomes (4 pairs) is often quicker and less prone to error.
4. Summary
This problem leverages the periodic nature of powers of the imaginary unit . By recognizing that can only take one of four distinct values (), each with a probability of for a randomly chosen natural number , we established a sample space of equally likely outcomes for the pair . We then identified the 4 specific outcomes where the sum equals zero. Using the principle of complementary probability, the probability that the sum is non-zero is .
5. Final Answer
The final answer is .