Recombination - canonical genetic algorithm, Computer Engineering

Recombination:

Therefore during the selection and mating process then the GA repeatedly lines up pairs of individuals for reproduction. Hence the next question is how to generate offspring from these parent individuals. Thus this is known like the recombination process and how this is done is largely dependent on the representation scheme being used. However we will look at three possibilities for recombination of individuals represented as bit strings. 

Conversely the population will only evolve to be better whether the best parts of the best individuals are combined, thus recombination procedures usually take parts from both parents and place them in the offspring. So however One-Point Crossover recombination process in which a point is chosen at random on the first individual plus the same point is chosen on the second individual. Hence this splits both individuals into a left hand and a right hand side. Further two offspring individuals are then produced through (i) is, taking the LHS of the first and adding it to the RHS of the second (ii) is, through taking the LHS of the second and adding it to the RHS of the first.

Posted Date: 1/12/2013 6:14:45 AM | Location : United States







Related Discussions:- Recombination - canonical genetic algorithm, Assignment Help, Ask Question on Recombination - canonical genetic algorithm, Get Answer, Expert's Help, Recombination - canonical genetic algorithm Discussions

Write discussion on Recombination - canonical genetic algorithm
Your posts are moderated
Related Questions
Q. Illustrate Programming Based on Message Passing? Since we know programming model based on message passing employs high level programming languages such as C/C++ along with a

Q Consider the following expression. Assume that complement inputs are available. F(A,B,C,D) = ∑m (1,2,6,9,10,14) + ∑d (4,7,8,11,12) a. Find minimal expression for SOP. Draw

The Concept of Concurrent and Parallel Execution Real world systems are concurrent in nature and computer science is about modeling the real world. Illustrations of real world

Question 1: (a) Explain the concept behind Pre-Compositing Adobe After Effects. (b) Briefly describe the Wiggler function in Animation help in Adobe After Effects. (c)

The general method for constructing the parameters of the RSA cryptosystem can be described as follows: Select two primes p and q Let N = pq and determine ∅ (N) = (p - 1

explain associative mapping

What is fan-out? Estimate the average count of every "many" association encountered with the path. Multiply the individual fan-outs who obtain the fan-out of the whole path, wh

How to calculate the flowchart

What is Electronic Data Interchange? Electronic Data Interchange (EDI): It is used by organizations for transactions which arise on regular basis to a pre-found format.

What is the difference among "using System.Data;" and directly adding the reference from "Add References Dialog Box"?  When you compile a program using command line, you add th