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

State the optimal route of node, State the optimal route of node Consid...

State the optimal route of node Consider the node i which has path length K+1, with the directly preceding node on the path being j. The distance to node i is w(j, i) plus the

Simplify following using k-map, Q. Explain XNOR gate with three input varia...

Q. Explain XNOR gate with three input variable and draw necessary circuits. Q. Simplify FOLLOWING Using K-Map 1. m0 + m1 + m6 + m7 + m12 + m13 + m8 + m9 2. m0 + m2 + m4 +

State about the firewalls - intranet, Firewalls While getting one fire...

Firewalls While getting one firewall for the company's Intranet it should be well known that firewalls come in both hardware and software forms, and that even though all firew

Translate the following sentences into predicate logic, Translate the follo...

Translate the following sentences into predicate logic. Give as much structure as possible. Provide a translation key for each predicate letter and individual constant. In your tra

Hypothetical reliable data transfer protocol, the c code for hypothetical r...

the c code for hypothetical reliable data transfer protocol

Computer architecture, describe the block diagram of a system showing the f...

describe the block diagram of a system showing the following microprocessor memory system buses

Explian two limitations of dead-box analysis, (a) Explian two limitations o...

(a) Explian two limitations of dead-box analysis. (b) Describe why memory analysis is difficult. (c) With reference to the "Shadow Walker" rootkit, explain what is meant by

What are the end-to-end layers of osi structure, What are the end-to-end la...

What are the end-to-end layers of OSI structure? The layers 4 to 7 of ISO-OSI reference model communicate along with peer entities into the end systems. Now here is no communi

Highly encoded micro-instructions, Highly Encoded micro-instructions ...

Highly Encoded micro-instructions Encoded bits required in micro-instructions are small. It provided an aggregated view that is a higher view of CPU as just an encoded

What is strong-typing versus weak-typing, What is strong-typing versus weak...

What is strong-typing versus weak-typing? Which is preferred? Why? Strong type is checking the types of variables as early as possible, usually at compile time. Whereas weak ty

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