Question

Text: ARTIFICIAL INTELLIGENCE Assume that we want to minimize function f(x) using genetic algorithm. We use a population of 5 chromosomes: x1, x2, x3, x4, and x5. When we compute their fitness value, we get the following table: Chromosome x1 x2 x3 x4 x5 Fitness 5 28 17 13 For the next generation, what is the probability of x1 to be selected as one of the parent chromosomes? 1/45 What is the probability of x2 to be selected as one of the parent chromosomes? 1/45 What is the probability of x3 to be selected as one of the parent chromosomes? 1/45 What is the probability of x4 to be selected as one of the parent chromosomes? 1/45 What is the probability of x5 to be selected as one of the parent chromosomes? 1/45 

          Text: ARTIFICIAL INTELLIGENCE
    Assume that we want to minimize function f(x) using genetic algorithm. We use a population of 5 chromosomes: x1, x2, x3, x4, and x5. When we compute their fitness value, we get the following table:
    
    Chromosome   x1   x2   x3   x4   x5
    Fitness      5    28   17   13
    
    For the next generation, what is the probability of x1 to be selected as one of the parent chromosomes?
    1/45
    
    What is the probability of x2 to be selected as one of the parent chromosomes?
    1/45
    
    What is the probability of x3 to be selected as one of the parent chromosomes?
    1/45
    
    What is the probability of x4 to be selected as one of the parent chromosomes?
    1/45
    
    What is the probability of x5 to be selected as one of the parent chromosomes?
    1/45
Show more…
artificial intelligence assume that we want to minimize function fx using genetic algorithmwe use population of 5 chromosomesx1x2x3x4and x5 when we compute their fitness value we get the fol 75065

Added by Timothy R.

Close

Computer Science and Information Technology
Computer Science and Information Technology
Trishna Knowledge Systems 2018 Edition
AceChat toggle button
Close icon
Ace pointing down

Please give Ace some feedback

Your feedback will help us improve your experience

Thumb up icon Thumb down icon
Thanks for your feedback!
Profile picture
Text: ARTIFICIAL INTELLIGENCE Assume that we want to minimize function f(x) using genetic algorithm. We use a population of 5 chromosomes: x1, x2, x3, x4, and x5. When we compute their fitness value, we get the following table: Chromosome x1 x2 x3 x4 x5 Fitness 5 28 17 13 For the next generation, what is the probability of x1 to be selected as one of the parent chromosomes? 1/45 What is the probability of x2 to be selected as one of the parent chromosomes? 1/45 What is the probability of x3 to be selected as one of the parent chromosomes? 1/45 What is the probability of x4 to be selected as one of the parent chromosomes? 1/45 What is the probability of x5 to be selected as one of the parent chromosomes? 1/45
Close icon
Play audio
Feedback
Powered by NumerAI
Jennifer Stoner Danielle Fairburn
Kathleen Carty verified

Lucas Finney and 73 other subject AP CS educators are ready to help you.

Ask a new question
*

Labs

-

Want to see this concept in action?

NEW

Explore this concept interactively to see how it behaves as you change inputs.

View Labs
*

Key Concepts

-
Key Concept
Premium Feature
Explore the core concept behind this problem.
Play button
Key Concept
Premium Feature
Explore the core concept behind this problem.
Your browser does not support the video tag.
*

Recommended Videos

-
point-klinefelter-syndrome-alternatively-known-as-xxy-is-a-genetic-disorder-characterised-by-the-presence-of-an-extra-chromosome-the-disorder-only-affects-males-suppose-a-researcher-estimate-19726

Klinefelter syndrome, alternatively known as XXY, is a genetic disorder characterised by the presence of an extra X chromosome. The disorder only affects males. Suppose a researcher estimates that the probability that a newborn male will have Klinefelter syndrome is 0.0014. Suppose that a particular hospital delivers 1797 male babies in a year. Part a) Using a binomial model, what is the probability that more than two of the male births have Klinefelter syndrome? Give your answer to four decimal places. Part b) An approximation to the above probability can be found using a Poisson distribution. Find the Poisson approximation to the probability you gave in (a), giving your answer to four decimal places. Part c) Taking the binomial probability as the base (that is, 100%), by what percentage does the Poisson approximation differ from the binomial probability? Please use the rounded (four decimal places) probabilities in your calculation and give your answer as a positive value to three decimal places.

Lucas F.
suppose-a-new-plant-has-been-discovered-mandrogora-that-is-a-triploid-with-12-total-chromosomes-the-haploid-number-is-n4-what-is-the-probability-that-the-mandrogora-produces-an-aneuploid-gam-77422

Suppose a new plant has been discovered, Mandragora, that is a triploid with 12 total chromosomes. The haploid number is n=4. What is the probability that the Mandragora produces an aneuploid gamete? Enter your answer as a probability to three decimal places. Assume that each gamete has an equal probability of receiving one or two copies of each of the 4 types of chromosomes. If the Mandragora self-fertilizes, what are the odds of producing a euploid offspring? Enter your answer as a probability to three decimal places. Probability of euploid offspring: _______________ What is the probability that the Mandragora produces an aneuploid gamete? Enter your answer as a probability to three decimal places. Probability of aneuploid gamete: ______________

Madhur L.
point-klinefelter-syndrome-alternatively-known-as-xxy-is-genetic-disorder-affecting-males-that-is-characterised-by-the-presence-of-an-extra-x-chromosome-certain-region-is-estimated-that-the-24091

Klinefelter syndrome, alternatively known as XXY, is a genetic disorder affecting males that is characterised by the presence of an extra X chromosome. In a certain region, it is estimated that the probability that a newborn male will have Klinefelter syndrome is 0.17%. Suppose that a particular hospital delivers 1500 babies per year. Part a) Using a binomial model, what is the probability that more than two of the male births have Klinefelter syndrome? Give your answer to four decimal places. Part b) An approximation to the above probability can be found using a Poisson distribution. What is the Poisson parameter ́λ, and what is the resulting probability estimate? ́λ: Probability: Part c) If one instead tried to use a normal approximation (with continuity correction) to approximate the probability, what are the parameters for the normal distribution, and what is the resulting probability estimate? Mean: Standard deviation: Probability: Part d) Which estimate is more accurate? (Make sure you can explain why you would expect this to be the case.)

Rabia S.
*

Recommended Textbooks

-
Computer Science and Information Technology

Computer Science and Information Technology

Trishna Knowledge Systems 2018 Edition
achievement 1,007 solutions
Introduction to Programming Using Python

Introduction to Programming Using Python

Y. Daniel Liang 1st Edition
achievement 1,867 solutions
Computer Science - An Overview

Computer Science - An Overview

Glenn Brookshear, Dennis Brylow 12th Edition
achievement 1,786 solutions
*

Transcript

-
00:01 So for part a here, we have that x, the number of children in the sample who suffer from the condition is going to be distributed effectively as a binomial with 1 ,797 trials, and the probability of, quote, unquote, success, or the probability of kleinfelter syndrome is 0 .0014.
00:23 So for the probability that more than two of the male births have klein -felter syndrome, so probability that x is strictly greater than 2, we can calculate as 1 minus the probability that x is less than or equal to 2.
00:38 So we can do that as 1 minus be.
00:44 Now the probability that x equals 2, we would do as 1 ,797 choose 2, or in my software here, that's binomial 1797 comma 2, times probability of success, 0 .0014 to the power of 2 times probability of failure, 1 minus 0 .0014, to the power of 1797 minus 2.
01:07 And then we would subtract off the same for when we have value of 1.
01:13 So 1797 choose 1, 0 .0014 to the power of 1 times that are, of 1797 minus 1.
01:24 And then lastly, we do, technically it's 1797 choose 0, which is just going to be 1.
01:31 And we have 0 .0014 to the power of 0, which is also just going to be 1.
01:35 And then we have 1 minus 0 .0014 to the bar of 1797.
01:39 So we get that our probability is going to be roughly 0 .460 to 3 decimal places, 0 .4603.
01:48 Then for part b, using the poisson approximation, we have that the lambda for our poisson distribution...
Need help? Use Ace
Ace is your personal tutor. It breaks down any question with clear steps so you can learn.
Start Using Ace
Ace is your personal tutor for learning
Step-by-step explanations
Instant summaries
Summarize YouTube videos
Understand textbook images or PDFs
Study tools like quizzes and flashcards
Listen to your notes as a podcast
Continue solving this problem
Create a free account to:
  • View full step-by-step solution
  • Ask follow-up questions with Ace AI
  • Save progress and study later
Continue Free
Join the community

18,000,000+

Students on Numerade

Trusted by students at 8,000+ universities

Numerade

Get step-by-step video solution
from top educators

Continue with Clever
or



By creating an account, you agree to the Terms of Service and Privacy Policy
Already have an account? Log In

A free answer
just for you

Watch the video solution with this free unlock.

Numerade

Log in to watch this video
...and 100,000,000 more!


EMAIL

PASSWORD

OR
Continue with Clever