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JEE Main 2023
Statistics & Probability
Probability
Medium

Question

Two number k1\mathrm{k}_1 and k2\mathrm{k}_2 are randomly chosen from the set of natural numbers. Then, the probability that the value of ik1+ik2,(i=1)\mathrm{i}^{\mathrm{k}_1}+\mathrm{i}^{\mathrm{k}_2},(\mathrm{i}=\sqrt{-1}) is non-zero, equals

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Solution

1. Key Concepts and Formulas

  • Periodicity of Powers of ii: The imaginary unit i=1i = \sqrt{-1} exhibits a cyclical pattern for its integer powers. For any natural number kk, iki^k can only take one of four distinct values: i1=ii^1=i, i2=1i^2=-1, i3=ii^3=-i, and i4=1i^4=1. This cycle repeats every four powers, meaning iki^k depends solely on the remainder of kk when divided by 4.
  • Basic Probability: The probability of an event EE is defined as the ratio of the number of favorable outcomes to the total number of equally likely outcomes in the sample space: P(E)=Number of Favorable OutcomesTotal Number of OutcomesP(E) = \frac{\text{Number of Favorable Outcomes}}{\text{Total Number of Outcomes}}.
  • Complementary Probability: It is often simpler to calculate the probability of the complementary event EE' (the event that EE does not occur) and subtract it from 1 to find the probability of EE: P(E)=1P(E)P(E) = 1 - P(E').
  • 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 iki^k and their probabilities.

  • What we are doing: We need to understand the behavior of iki^k when kk is a randomly chosen natural number.
  • Why we are doing this: The problem involves ik1i^{k_1} and ik2i^{k_2}, not k1k_1 and k2k_2 directly. The cyclic nature of powers of ii simplifies the infinite set of natural numbers into a finite set of possible values for iki^k.
  • Mathematics and Reasoning: The powers of ii follow a cycle of 4:
    • If k1(mod4)k \equiv 1 \pmod 4, then ik=ii^k = i.
    • If k2(mod4)k \equiv 2 \pmod 4, then ik=1i^k = -1.
    • If k3(mod4)k \equiv 3 \pmod 4, then ik=ii^k = -i.
    • If k0(mod4)k \equiv 0 \pmod 4 (or k4(mod4)k \equiv 4 \pmod 4), then ik=1i^k = 1. When a natural number is chosen randomly, it is assumed that its remainder when divided by 4 is uniformly distributed among {1,2,3,0}\{1, 2, 3, 0\}. This implies that each of the four possible values for iki^k is equally likely. Thus, for ik1i^{k_1} (and similarly for ik2i^{k_2}), the possible values are {1,i,1,i}\{1, i, -1, -i\}, and each occurs with a probability of 14\frac{1}{4}.

Step 2: Define the Sample Space for (ik1,ik2)(i^{k_1}, i^{k_2}).

  • What we are doing: We are determining the total number of distinct ordered pairs of values that (ik1,ik2)(i^{k_1}, i^{k_2}) can take.
  • Why we are doing this: This forms the denominator for our probability calculation. Since k1k_1 and k2k_2 are chosen independently, the value of ik1i^{k_1} does not affect the value of ik2i^{k_2}.
  • Mathematics and Reasoning: There are 4 possible values for ik1i^{k_1} (namely 1,i,1,i1, i, -1, -i). There are 4 possible values for ik2i^{k_2} (namely 1,i,1,i1, i, -1, -i). Since k1k_1 and k2k_2 are chosen independently, the total number of possible ordered pairs (ik1,ik2)(i^{k_1}, i^{k_2}) is the product of the number of possibilities for each: Total number of outcomes=4×4=16\text{Total number of outcomes} = 4 \times 4 = 16 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 ik1+ik2i^{k_1} + i^{k_2} is non-zero. It is often easier to calculate the probability of the complementary event, which is when the sum is zero. Let EE be the event that ik1+ik20i^{k_1} + i^{k_2} \neq 0. We will calculate the probability of EE', where ik1+ik2=0i^{k_1} + i^{k_2} = 0.
  • 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 (ik1,ik2)(i^{k_1}, i^{k_2}) from our sample space of 16 outcomes such that ik1+ik2=0i^{k_1} + i^{k_2} = 0. This condition is equivalent to ik1=ik2i^{k_1} = -i^{k_2}. Let's list the pairs that satisfy this condition:
    1. If ik1=1i^{k_1} = 1, then ik2i^{k_2} must be 1-1. This gives the pair (1,1)(1, -1).
    2. If ik1=1i^{k_1} = -1, then ik2i^{k_2} must be 11. This gives the pair (1,1)(-1, 1).
    3. If ik1=ii^{k_1} = i, then ik2i^{k_2} must be i-i. This gives the pair (i,i)(i, -i).
    4. If ik1=ii^{k_1} = -i, then ik2i^{k_2} must be ii. This gives the pair (i,i)(-i, i). These are the only 4 pairs out of the 16 total outcomes where ik1+ik2=0i^{k_1} + i^{k_2} = 0. Number of unfavorable outcomes=4\text{Number of unfavorable outcomes} = 4

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 (ik1+ik2=0i^{k_1} + i^{k_2} = 0) is: P(E)=Number of unfavorable outcomesTotal number of outcomes=416=14P(E') = \frac{\text{Number of unfavorable outcomes}}{\text{Total number of outcomes}} = \frac{4}{16} = \frac{1}{4} The probability of the favorable event (ik1+ik20i^{k_1} + i^{k_2} \neq 0) is: P(E)=1P(E)=114=34P(E) = 1 - P(E') = 1 - \frac{1}{4} = \frac{3}{4}

3. Common Mistakes & Tips

  • Ignoring Periodicity: A common mistake is to not recognize the cyclic nature of powers of ii, which is fundamental to simplifying the problem from infinite possibilities to finite ones.
  • Incorrect Distribution Assumption: Assuming k1k_1 and k2k_2 are "randomly chosen natural numbers" implies a uniform distribution of remainders modulo 4. Misinterpreting this can lead to incorrect probabilities for individual iki^k values.
  • Counting Errors: Carefully listing all possible outcomes and systematically identifying favorable/unfavorable cases is crucial to avoid miscounts. A 4×44 \times 4 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 ii. By recognizing that iki^k can only take one of four distinct values (1,i,1,i1, i, -1, -i), each with a probability of 1/41/4 for a randomly chosen natural number kk, we established a sample space of 4×4=164 \times 4 = 16 equally likely outcomes for the pair (ik1,ik2)(i^{k_1}, i^{k_2}). We then identified the 4 specific outcomes where the sum ik1+ik2i^{k_1} + i^{k_2} equals zero. Using the principle of complementary probability, the probability that the sum is non-zero is 1416=341 - \frac{4}{16} = \frac{3}{4}.

5. Final Answer

The final answer is A\boxed{\text{A}}.

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