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Question #41034
The Question
A system has two states, and . It can undergo two types of transition protocols, and . Under protocol , a system in transitions to with probability and remains in with probability . A system in remains in with probability . Under protocol , a system in remains in with probability . A system in transitions to with probability and remains in with probability . A fair coin is tossed. If it shows Heads, the system undergoes the sequence of protocols in that order. If it shows Tails, the system undergoes the sequence in that order. Given that the system initially starts in state and is found to be in state after the four protocols are completed, what is the probability that the coin showed Heads?
Options
- A.
- B.
- C.
- D.
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Correct Answer
Step-by-Step Solution
Explanation
How the Examiner Thinks
Monster
Ultra-high difficulty questions designed to test your limit, stamina, and deep conceptual understanding.
Concepts Behind This Question
Conditional Probability Foundations|Independent vs Disjoint Events|Matrix Multiplication Non-Commutativity
Why This Question Is Tricky
Common Mistakes
This question tests the intersection of conditional probability (Bayes' Theorem) and Markov chain state transitions, specifically targeting the non-commutativity of matrix multiplication.
Students often erroneously assume that the sequence of independent operations commutes, leading to the fatal algebraic trap .
If a student falls for this, they will calculate identical probabilities for both sequences, resulting in a conditional probability of 1/2.
The problem rigorously evaluates whether the candidate respects the strict ordering of transition matrices in multi-step stochastic processes.
Quick Facts About This Question
Question Information
| Subject | Mathematics |
| Chapter | Probability - Class 11 |
| Concept | Conditional Probability Foundations |
| Difficulty | 8 |
| Cognitive Load | 7 |
| Target Solve Time | 160 sec |
| Access | Free |