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

Example on plane, Q. If a plane is in the air also there is a fly flying in...

Q. If a plane is in the air also there is a fly flying inside the plane does the plane get heavier when the fly lands? Answer:- It is true that a fly puts weight on a plan

What are the disadvantages of fcfs scheduling algorithm, What are the disad...

What are the disadvantages of FCFS scheduling algorithm as compared to shortest job first (SJF) scheduling? Disadvantages: (i) Waiting time can be huge if short requests w

Why SS7 protocol is use, SS7 Protocol uses: (A) Out of band signalling...

SS7 Protocol uses: (A) Out of band signalling. (B) Associated signalling. (C) Speech control signalling. (D) No signalling. Ans: SS7 Protocol uses Out of

Remote-load latency problem, Remote-load Latency Problem:  When one process...

Remote-load Latency Problem:  When one processor requires some remote loading of data by other nodes, then the processor need to wait for these two remote load operations. The long

What is segment directive, Q. What is SEGMENT Directive? Segment direct...

Q. What is SEGMENT Directive? Segment directive defines logical segment to which following instructions or data allocations statement belong.  It also provides a segment name t

What is disadvantage of distributed systems, What is disadvantage of Dis...

What is disadvantage of Distributed systems? Ans. Reliability is disadvantage of Distributed system.

What is redefines clause, Redefines clause is used to permit the similar st...

Redefines clause is used to permit the similar storage allocation to be referenced by dissimilar data names.

Explain register addressing mode, Q. Explain Register Addressing Mode? ...

Q. Explain Register Addressing Mode? Operand can be a 16-bit register: Addressing Mode Description Example AX, BX, CX, DX, SI,

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

Define hypertext verses hypermedia briefly, Define Hypertext verses Hyperme...

Define Hypertext verses Hypermedia briefly. Hypertext is fundamentally the same as regular text- this can be stored, read, searched or edited along with a significant exception

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