Finding the lifespan of a telescope mirror (probability question)

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Homework Help Overview

The discussion revolves around a probability problem involving the lifespan of telescope mirrors. The original poster presents a scenario where three mirrors must function for varying durations to achieve different levels of photographic detail. The problem requires calculating the probabilities of all mirrors functioning for at least 5 years, at least one mirror functioning for at least 7 years, and at least two mirrors functioning for at least 6 years.

Discussion Character

  • Exploratory, Assumption checking, Mathematical reasoning

Approaches and Questions Raised

  • Participants discuss the application of the probability formula for individual mirrors and the implications of independent events on the overall probabilities. There are questions about the validity of certain calculations and assumptions, particularly regarding the use of integer years and the division by three in the original poster's approach.

Discussion Status

Some participants have provided hints and guidance on how to approach the problem, emphasizing the importance of understanding independent events in probability. The conversation reflects a mix of attempts to clarify misunderstandings and explore correct methodologies, with no explicit consensus reached on the final answers.

Contextual Notes

Participants note potential issues with the original poster's reasoning, including the treatment of time as discrete and the calculations based on individual mirror probabilities. The discussion also highlights the need for clarity on how to handle multiple mirrors in probability calculations.

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Homework Statement



A telescope contains 3 large mirrors. The time (in years) until a single mirror fails has been investigated and we know that the probability that a mirror is still fully functional after t years is e^(-(t/10)^5 )

a) All mirrors must be working to take the most detailed photographs. What is the probability that the telescope ca produce these types of pictures for at least 5 years?

b) The lowest resolution photographs can be taken as long as at least one mirror is working. What is the probability that these photographs can be taken for at least 7 years?

c) The most common photographs the telescope will be taking are of medium resolution. This is possible as long as at least two mirrors are working. What is the probability that this remains possible for at least 6 years?

Homework Equations





The Attempt at a Solution



a)

e^(-(4/10)^5 ) = 0.9898122503
0.9898122503 × 1/3 = 0.3299374168
P(X ≥ 5) = (1 - 0.3299374168) = 0.6700625832
Probability that all mirrors are functional for at least 5 years is 67%

b)
e^(-(6/10)^5 ) = 0.9251864446
P(X ≥ 7) = (1 – 0.9251864446) = 0.07481355535
Probability that at least one mirror is functional for at least 7 years is 7%

c)
e^(-(5/10)^5 ) = 0.9692332345
0.9692332345× 2/3 = 0.6461554897
P(X ≥ 6) = (1 – 0.6461554897) = 0.3538445103
Probability that at least 2 mirrors is functional for at least 6 years is 35%

I'm not too sure if this is the right working, could someone please verify this for me?
 
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Apple&Orange said:

Homework Statement



A telescope contains 3 large mirrors. The time (in years) until a single mirror fails has been investigated and we know that the probability that a mirror is still fully functional after t years is e^(-(t/10)^5 )

a) All mirrors must be working to take the most detailed photographs. What is the probability that the telescope ca produce these types of pictures for at least 5 years?

b) The lowest resolution photographs can be taken as long as at least one mirror is working. What is the probability that these photographs can be taken for at least 7 years?

c) The most common photographs the telescope will be taking are of medium resolution. This is possible as long as at least two mirrors are working. What is the probability that this remains possible for at least 6 years?

Homework Equations





The Attempt at a Solution



a)

e^(-(4/10)^5 ) = 0.9898122503
0.9898122503 × 1/3 = 0.3299374168
P(X ≥ 5) = (1 - 0.3299374168) = 0.6700625832
Probability that all mirrors are functional for at least 5 years is 67%

b)
e^(-(6/10)^5 ) = 0.9251864446
P(X ≥ 7) = (1 – 0.9251864446) = 0.07481355535
Probability that at least one mirror is functional for at least 7 years is 7%

c)
e^(-(5/10)^5 ) = 0.9692332345
0.9692332345× 2/3 = 0.6461554897
P(X ≥ 6) = (1 – 0.6461554897) = 0.3538445103
Probability that at least 2 mirrors is functional for at least 6 years is 35%

I'm not too sure if this is the right working, could someone please verify this for me?

It's all wrong. Why do you suppose time must be measured exactly in integer numbers of years? Can't a mirror operate for 6.7375 years?

In part (a), why do you divide by 3? In part (b), why do you say P{X >= 7} = 1 - p? Doesn't your calculation just talk about one mirror, instead of 2 out of 3? In part (c), why do you compute something and then multiply it by 2/3?

Are you actually using well-established probability rules, or are you just making things up at random?

By the way: my answers are (a): 0.9105; (b): 0.9963; (c): 0.9840. And NO: I won't tell you how I got them, but I am willing to give hints here and there.

Hint 1: assume mirror failures are independent; that is, the failure (or not) of one mirror has no effect on failure probabilities of the others.

RGV
 
Ray Vickson said:
It's all wrong. Why do you suppose time must be measured exactly in integer numbers of years? Can't a mirror operate for 6.7375 years?

In part (a), why do you divide by 3? In part (b), why do you say P{X >= 7} = 1 - p? Doesn't your calculation just talk about one mirror, instead of 2 out of 3? In part (c), why do you compute something and then multiply it by 2/3?

Are you actually using well-established probability rules, or are you just making things up at random?

By the way: my answers are (a): 0.9105; (b): 0.9963; (c): 0.9840. And NO: I won't tell you how I got them, but I am willing to give hints here and there.

Hint 1: assume mirror failures are independent; that is, the failure (or not) of one mirror has no effect on failure probabilities of the others.

RGV

Heres my logic

In question a), it asks for the probability of "at least for 5 years". To me, it says find the probability between 5 [itex]\leq[/itex] X [itex]\leq \infty[/itex].
Since I can't substitute infinity into t, so what I did was put in 4 instead. This way I can was hoping to find the probability of the mirror lasting less than 5 years.
Right now I realized a mistake in my already mistaken answer, but what I was hoping to do was 1-(probability of the mirror lasting less than 5 years), which would give me the probability of it lasting 5 or more years.
After that, I times it by 1/3, to calculate the probability of all three mirrors lasting since the given formula only applies to 1 mirror.
 
Apple&Orange said:
Heres my logic

In question a), it asks for the probability of "at least for 5 years". To me, it says find the probability between 5 [itex]\leq[/itex] X [itex]\leq \infty[/itex].
Since I can't substitute infinity into t, so what I did was put in 4 instead. This way I can was hoping to find the probability of the mirror lasting less than 5 years.
Right now I realized a mistake in my already mistaken answer, but what I was hoping to do was 1-(probability of the mirror lasting less than 5 years), which would give me the probability of it lasting 5 or more years.
After that, I times it by 1/3, to calculate the probability of all three mirrors lasting since the given formula only applies to 1 mirror.

The question says that exp(-(t/10)^5) is the probability the mirror lasts at least t years, so just putting in t = 5 gives you P{lifetime >= 5 yr}. There is no need to fool around with "infinity" or 4 or anything else. In (a), all three mirrors must last at least 5 years, and individual mirror failures (or not) are independent. What do you know about probabilities of independent events?

RGV
 
Ray Vickson said:
The question says that exp(-(t/10)^5) is the probability the mirror lasts at least t years, so just putting in t = 5 gives you P{lifetime >= 5 yr}. There is no need to fool around with "infinity" or 4 or anything else. In (a), all three mirrors must last at least 5 years, and individual mirror failures (or not) are independent. What do you know about probabilities of independent events?

RGV

Oh I see what you've done.

independent Events are probabilities that either one occurs is not affected by the occurrence of the other P(A [itex]\cup[/itex] B) =P(A)P(B)

So for question one; [e^-(5/10)^5]*[e^(5/10)^5]*[e^(5/10)^5] = 0.9105 :smile:
question two; [1-P(All less than 7 years)] = [1 - 0.154705338^3] = 0.9962973224 :smile:

Got it, thank you very much for your help =)
 

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