Expected value of length of time trapped in mine

In summary: W5ncywgIENvdW50LCBMZWFkIGlzIHRyYXBwdGVycyBzYXlzIGNvdWxkIHRvIGEgbWluZXIgaW5jbHVkaW5nIHRoZSA0IGRvb3JzLg==In summary, a miner is trapped in a mine with three doors, each leading to different outcomes. The expected length of time for the miner to reach safety can be calculated by using a formula that takes into account the probabilities of choosing each door and the expected time for each outcome. However, there are two different approaches to solving this problem - one assuming the miner forgets what door he previously chose
  • #1
stgermaine
48
0

Homework Statement


A miner is trapped in a mine containing three doors. Door 1 leads to safety after 3 hours. Door 2 leads back to the mine in 5 hours. Door 3 leads back to the mine after 7 hours. What's the expected length of time until he reaches safety?

Homework Equations


X = amt of time until the miner reaches safety, Y = number of door that he initially chooses.

E[X] = E[X|Y=1]P{Y=1} + E[X|Y=2]P{Y=2} + E[X|Y=3]P{Y=3}


The Attempt at a Solution


The solution given says that
E[X|Y=1] = 3 (i)
E[X|Y=2] = 5 + E[X] (ii)
E[X|Y=3] = 7 + E[X] (iii)
as part of its solution.

Eqn (i) i can understand but not ii and iii. The textbook justifies by saying that if the miner chooses the second or third door, he spends five and seven hours, respectively, walking back to the mine, but once he reaches the mine, his problem is same as before.

However, if he is an intelligent miner, he should remember which door he walked into, so when he returns to the mine after choosing door 2 or 3, he has now a 1/2 chance of selecting door 1 rather than door 2 or 3, which does not lead to safety.

The possible values of X are 3, 8, 10, and 15, with respective probabilities 1/3, 1/6, 1/6, 1/3, if the miner doesn't choose the door he previously selected.

Should I have assumed that he would not remember the door he selected?
 
Physics news on Phys.org
  • #2
I agree with you. I would assume that he remembers what doors he has tried already.
 
  • #3
I think the problem is much more interesting if you assume the miner is stupid.
 
  • #4
stgermaine said:

Homework Statement


A miner is trapped in a mine containing three doors. Door 1 leads to safety after 3 hours. Door 2 leads back to the mine in 5 hours. Door 3 leads back to the mine after 7 hours. What's the expected length of time until he reaches safety?

Homework Equations


X = amt of time until the miner reaches safety, Y = number of door that he initially chooses.

E[X] = E[X|Y=1]P{Y=1} + E[X|Y=2]P{Y=2} + E[X|Y=3]P{Y=3}


The Attempt at a Solution


The solution given says that
E[X|Y=1] = 3 (i)
E[X|Y=2] = 5 + E[X] (ii)
E[X|Y=3] = 7 + E[X] (iii)
as part of its solution.

Eqn (i) i can understand but not ii and iii. The textbook justifies by saying that if the miner chooses the second or third door, he spends five and seven hours, respectively, walking back to the mine, but once he reaches the mine, his problem is same as before.

However, if he is an intelligent miner, he should remember which door he walked into, so when he returns to the mine after choosing door 2 or 3, he has now a 1/2 chance of selecting door 1 rather than door 2 or 3, which does not lead to safety.

The possible values of X are 3, 8, 10, and 15, with respective probabilities 1/3, 1/6, 1/6, 1/3, if the miner doesn't choose the door he previously selected.

Should I have assumed that he would not remember the door he selected?

The book's solution is for what might be called the "forgetful miner" problem: every time the miner returns to the mine he forgets what he did the last time, so starts again. Your solution is for the "non-forgetful" miner. I'm not sure it makes sense to speculate about the "correct" way for a mythical, non-existent miner to behave, so the book's version is perfectly OK, as is yours also.

RGV
 

FAQ: Expected value of length of time trapped in mine

What is the expected value of length of time trapped in a mine?

The expected value of length of time trapped in a mine is the average amount of time a person can expect to be trapped in a mine based on statistical data and probability calculations.

How is the expected value of length of time trapped in a mine calculated?

The expected value is calculated by multiplying the probability of each possible outcome by its associated length of time, and then summing up all of these values. This provides an estimate of the average length of time a person may be trapped in a mine.

What factors can affect the expected value of length of time trapped in a mine?

Factors that can affect the expected value include the size and type of the mine, the number of people trapped, the availability of resources and rescue efforts, and the condition of the mine and its surroundings.

Is the expected value of length of time trapped in a mine a guarantee?

No, the expected value is simply an estimate based on probabilities and statistical calculations. The actual length of time a person may be trapped in a mine can vary greatly depending on various factors and unforeseen circumstances.

How can knowing the expected value of length of time trapped in a mine be useful?

Knowing the expected value can help with planning and preparation for rescue efforts, as well as understanding the potential risks and challenges that may be faced during a mine emergency. It can also aid in decision-making and resource allocation for mine safety measures.

Back
Top