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

Describe about remote-load latency problem, Q. Describe about Remote-load L...

Q. Describe about Remote-load Latency Problem? When one processor requires some remote loading of data from other nodes then processor has to wait for these two remote load ope

What is serial mouse, Q. What is Serial Mouse? Mice that use standard s...

Q. What is Serial Mouse? Mice that use standard serial port are known as 'serial'. Because Serial ports 1 and 4 (COM1, COM4 under DOS, /dev/ttyS0 and /dev/ttyS3 under Unix/GNU-

Explain the basic architecture of digital switching systems, Explain the ba...

Explain the basic architecture of digital switching systems. An easy N X N time division space switch is demonstrated in figure. The switch can be shown in an equivalence for

Explain different system calls for performing different task, Write down di...

Write down different system calls for performing different kinds of tasks. The major types of system calls are given as: Process Control: These kinds of system calls are

#project, how to build PVR set-top box using raspberry

how to build PVR set-top box using raspberry

How to get the column count of a report, How to get the column count of a r...

How to get the column count of a report? SY-LINSZ system variable gives the column count (line size) and SY-LINCT for line count.

Object orientation and uml, In this task you are supposed to create three U...

In this task you are supposed to create three UML diagrams. The conditions are given by the scenario in the document Theatre Case (on Blackboard). A theatre manager has ordered a s

What is ai, Artificial intelligence ("AI") can mean a lot of things too man...

Artificial intelligence ("AI") can mean a lot of things too many people. Much confusion arises that the word 'intelligence' is ill-defined. The phrase is so broad that people have

What is a modem, What is a Modem? Modems are fundamentally used to int...

What is a Modem? Modems are fundamentally used to interface digital circuits to transmit information on analogue channels as telephone systems. Modem is from modulator-demodul

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