Selection - artificial intelligence, Computer Engineering

Assignment Help:

Selection - artificial intelligence:

However the first step is to choose the individuals that will have a shot at becoming the parents of the next generation. Hence this is known like the selection procedure plus its purpose it to choose those individuals from the current population that will go with an intermediate population as IP. Thus only individuals in this intermediate population will be chosen to mate by each other but there's still no guarantee that they'll be chosen to mate otherwise that whether they do mate then they will be successful - see later this. 

Therefore to perform the selection, the GA agent will utilize a fitness function. However this will assign a real number to each individual in the current generation. Hence from this value, the GA calculates the number of copies of the individual that are guaranteed to go into the intermediate population and a probability that will be used to determine where an additional copy goes into the IP. Further to be more justification, whether the value calculated through the fitness function is an integer part followed through a fractional part, so then the integer part dictates the number of copies of the individual that are guaranteed to go into the IP plus the fractional part is utilized as a probability: another copy of the individual is added to the IP with this probability, like e.g., whether it was 1/6, then a random number between 1 and 6 would be generated and only whether it was a six would another copy be added.


Related Discussions:- Selection - artificial intelligence

Explain flash devices, Explain Flash devices It is possible to read the...

Explain Flash devices It is possible to read the contents of a one cell, but it is only possible to write an whole block of cells Greater density which leads to superior cap

Show smtp and electronic mail, One of the very useful things about Internet...

One of the very useful things about Internet is that it enables almost instantly exchange of electronic message (e-mail) across the worlds. E-mail is a standard as well as popular

How to define a filename in dos, Q. How to define a Filename in DOS? Ea...

Q. How to define a Filename in DOS? Each file is given a name so that it can be referred to later. This name is termed as Filename. The filename in DOS can be up to eight alpha

Interrupt - driven input-output, Q. Interrupt - Driven Input-output? Pr...

Q. Interrupt - Driven Input-output? Problem with programmed I/O is that processor has to wait a long time for I/O interface to see whether a device is free or waits until compl

Explain loop-invariant code motion, Explain briefly Loop-invariant code ...

Explain briefly Loop-invariant code motion of the commonly used code optimization techniques. Loop-invariant code motion If a quantity is calculated inside a loop duri

Find the simplified function f and implement, Q. F'(a,b,c,d) = (a + b + d')...

Q. F'(a,b,c,d) = (a + b + d')(a + c' + d')(a + b' + c') d'(a,b,c,d) = (a + b' + c + d')(a' + c' + d')(a' + b + d) Find the simplified function F and implement it using NOR Ga

Types of structure charts, Types of Structure Charts Transaction struc...

Types of Structure Charts Transaction structure - control module calls subordinate modules, each of which handles a certain transaction More afferent processes Le

Explain the disadvantages of random scan display, Disadvantages of random s...

Disadvantages of random scan display - Just by wire-frame, it is almost impossible to create images with shaded objects or areas filled with a given colour. - In case

Data dependency, Data Dependency:   It refers to the state in which two or ...

Data Dependency:   It refers to the state in which two or more instructions split same data. The instructions in a program can be given based on the relationship of data dependency

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