Mutation - canonical genetic algorithm, Computer Engineering

Assignment Help:

Mutation:

However it may appear that the above recombinations are a little arbitrary that especially as points defining whether crossover and inversion occur are chosen randomly. Further it is important to notice that large parts of the string are kept, whether the string contained a region that scored well doing with the evaluation function that these operators have a good chance of passing such that region on to the offspring and especially where the regions are fairly small and  as in most GA problems, the overall string length is quite high. 

Furthermore the recombination process , it produces a large range of possible solutions. Moreover it is still possible for it to guide the search with a local rather than the global maxima with respect to the evaluation function. Hence for this reason, GAs regularly perform random mutations. Thus in this process, the offspring are taken and each bit in their bit string is flipped from a one to a zero or vice versa regarding to a given probability. In fact this probability is generally taken to be very small which say less than 0.01, so that only one in a hundred letters is flipped on average.


Related Discussions:- Mutation - canonical genetic algorithm

What is chattering as applied to mechanical switches, What is chattering as...

What is chattering as applied to mechanical switches used in digital systems and why do they occur?  What is its effect on the functioning of a sequential circuit? Ans Chat

What is java swing, Swing is a GUI toolkit for Java. It is one kind of the ...

Swing is a GUI toolkit for Java. It is one kind of the Java Foundation Classes (JFC). Swing haves graphical user interface (GUI) widgets such as text boxes, buttons, split-panes, a

Explain dataadapter control, Which method do you invoke on the DataAdapter ...

Which method do you invoke on the DataAdapter control to load  your generated dataset with data? dataAdapter.Fill(ds). The beauty of this method is  it automatically implicitly

Pipe and filter , How to draw the pipe and filter using data flow and it co...

How to draw the pipe and filter using data flow and it components and connectors

Pci bus transactions - computer architecture, PCI bus transactions: PC...

PCI bus transactions: PCI bus traffic is prepared of a series of PCI bus transactions. Each transaction is build up of an address phase that is followed by 1 or more data phas

Legacy systems and current infrastructure, Legacy systems and current infra...

Legacy systems and current infrastructure - Information System This problem is most easily understood using the everyday example of the rail ways where the rail network infras

Explain about working of multiplexer, Q. Explain about working of Multiplex...

Q. Explain about working of Multiplexer? Multiplexer is one of the fundamental building units of a computer system that in principle permits sharing of a common line by more th

Give some examples of malicious data, Give some examples of malicious data....

Give some examples of malicious data. In May 2002 year, the Norton Anti-Virus software for Windows operating systems detected around 61000 malicious programs. Several of them a

How to create an html document, An HTML document can be created by using an...

An HTML document can be created by using any HTML editor or text editor such as notepad etc. STEPS FOR CREATING A SIMPLE HTMLPROGRAM   1. Go to Start -> Programs->A

What is drop-down list, A dialog box such as a File menu that have one comm...

A dialog box such as a File menu that have one command until it is clicked when a number of dissimilar commands "drop-down."

Write Your Message!

Captcha
Free Assignment Quote

Assured A++ Grade

Get guaranteed satisfaction & time on delivery in every assignment order you paid with us! We ensure premium quality solution document along with free turntin report!

All rights reserved! Copyrights ©2019-2020 ExpertsMind IT Educational Pvt Ltd