Question: Q. 2. K-mean and Genetic Algorithm [5+4] a. What is the difference between Mutation and Crossover in the genetic algorithm? Apply all steps of the

Q. 2. K-mean and Genetic Algorithm [5+4] a. What is the difference between Mutation and Crossover in the genetic algorithm? Apply all steps of the genetic algorithm on the following data ParentA =11001011 and ParentB-11011111. (U/se point 2,3 crossover and choose any odd bit inversion for Mutation)

Step by Step Solution

There are 3 Steps involved in it

1 Expert Approved Answer

Step: 1 Unlock blur-text-image

Question Has Been Solved by an Expert!

Get step-by-step solutions from verified subject matter experts

Step: 2 Unlock

Step: 3 Unlock

Students Have Also Explored These Related Databases Questions!

Use MATLAB script to program the following fitness functions. These functions are for minimisation problems and will be used to validate the performance of optimisation algorithms. Function 1 : i = 1...

Task 1 ) Fitness Functions Use MATLAB script to program the following fitness functions. These functions are for minimisation problems and will be used to validate the performance of optimisation...

ion: Consider the following rules " If one is drunk or sick then he/she is not sober. Further, assume the following facts concerning the respective people: "Tony is sober" "Tom is not sober" "Esther...

Background Genetic algorithms are based on the concept of natural selection. They allow us to explore a search space by "evolving" a set of solutions to a problem that score well against a fitness...

3. (25 points) Apply the genetic algorithm (Algorithm 15E) on page 904 in Chapter 15 to a TSP with 10 cities. Let the population size be 10. Start with random solutions. Use random keys for your...

904 Chapter 15 Heuristic Methods for Approximate Discrete Optimization ALGORITHM 15E: GENETIC ALGORITHM SEARCH Step 1: Initialization. Choose a population size p, initial starting feasible solutions...

Overview The Traveling Salesman Problem (TSP) is a classic optimization problem that has practical applications in various fields, including logistics, transportation, and manufacturing. In the TSP,...

JAVA Pretend that your town is being attacked by zombies, and you have to abandon your house and go on the run. You are only able to carry 10 pounds of stuff with you in addition to food and other...

Dana bought 12 pizzas for a Math Club party. Some were pepperoni pizzas that $11.00 each, and the rest were mushroom pizzas that cost $9.50 each. She paid $124.50 for the pizzas. Required: How many...

Calculate the weighted average beta of the 50/50 and 30/50/20 portfolios.

You are looking to buy a car and can afford to pay $ 1 9 5 1 9 5 per month. If the interest rate on a car loan is 0 . 7 3 % 0 . 7 3 % per month for a 6 0 6 0 - month loan , what is the most expensive...

Question 1 1 pts A bond matures in 3 years, has a coupon rate of 13% and interest rates are 9%. What is the present value of the par payment? Round your answer to 2 decimals places, for example...

2. Now draw another circle. Divide this circle into sections representing the relative amount of time and energy you actually devote to each. Compare the size of the sections in each circle. How does...

4. What actions have you taken in the past that have helped you to cope successfully with stressful circumstances? Could any of these approaches be useful to Diane?

4. What are the barriers to effective stress management in your life and how can you overcome them? What specific action steps can you take in this regard?