Question: a) Explain the Roulette Wheel Selection method with example. b) Define the fitness function of Genetic algorithm. c) Given the following population of individuals Individual

a) Explain the Roulette Wheel Selection method with example. b) Define the fitness function of Genetic algorithm. c) Given the following population of individuals Individual Fitness x1x2x3x430203515 Find the probability of individual x1 being selected if fitness proportionate selection is used

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!

* (this is GA.java) */ public class GA { int PopulationSize; int iter; int numBits; double crossoverRate; double mutationRate; public GA(int PopulationSize, int iter, int numBits, double...

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...

Research Report on Genetic Algorithm ( GA ) Introduction A Genetic Algorithm ( GA ) is an optimization and search algorithm based on the principles of natural selection and genetics. GAs are used to...

\# Untitled Fle Edit Viev ifevaluate the new generation Population = newPopulation; fitness = fitnessEvaluation(Population); \} display (Population); findlest(fitress, Population); 3 - Encode and...

A ) Let the populations of chromosomes in genetic algorithm is represented in terms of binary number. The strength of fitness of a chromosome in decimal form, x is given by f ( x ) ) S f ( x ) = Ef (...

Implement and evaluate two search algorithms. Input data file: Your input file will be a CSV ( comma separated values ) file ( campus . csv - The csv file has no header, SB is starting node, always...

Implement and evaluate two search algorithms. Input data file: Your input file will be a CSV ( comma separated values ) file Each row in that input file will correspond to STATE information: STATE _...

1. A player throws a fair die and simultaneously flips a fair coin. If the coin lands heads, then she wins twice, and if tails, then one-half of the value that appears on the die. Determine her...

Exercises Chapter 2 2.1 Marginal and conditional probability: The social mobility data from Section 2.5 gives a joint probability distribution on (Y1 , Y2 )= (father's occupation, son's occupation)....

Ryan, a consumer electronics salesperson, earns a base salary of $1500 per month and a commission of 8% on the amount of sales he makes. One month Ryan received a paycheck for $2284. Find the amount...

In Figure, a constant horizontal force F app, of magnitude 12 N is applied to a uniform solid cylinder by fishing line wrapped around the cylinder. The mass of the cylinder is 10 kg, its radius is...

A firm has a P / E ratio of 1 2 and a ROE of 1 3 % . Then, the market to book value is A 0 . 6 4 B 0 . 9 2 C 1 . 0 8 D 1 . 5 6 ACCT 2 1 1 Principles of Accounting I Exam Online for AA Students...

Now it's time for you to practice what you've learned. Suppose that Deborah is 40 years old and has no retirement savings. She wants to begin saving for retirement, with the first payment coming one...

Evaluate the impact of unions on nurses and physicians.

Describe the impact of strikes on patient care.

Evaluate long-term care insurance.