Recombination - canonical genetic algorithm, Computer Engineering

Assignment Help:

Recombination:

Therefore during the selection and mating process then the GA repeatedly lines up pairs of individuals for reproduction. Hence the next question is how to generate offspring from these parent individuals. Thus this is known like the recombination process and how this is done is largely dependent on the representation scheme being used. However we will look at three possibilities for recombination of individuals represented as bit strings. 

Conversely the population will only evolve to be better whether the best parts of the best individuals are combined, thus recombination procedures usually take parts from both parents and place them in the offspring. So however One-Point Crossover recombination process in which a point is chosen at random on the first individual plus the same point is chosen on the second individual. Hence this splits both individuals into a left hand and a right hand side. Further two offspring individuals are then produced through (i) is, taking the LHS of the first and adding it to the RHS of the second (ii) is, through taking the LHS of the second and adding it to the RHS of the first.


Related Discussions:- Recombination - canonical genetic algorithm

Computer Architecture, As an advocate of CISC architecture to RISC architec...

As an advocate of CISC architecture to RISC architecture, what are the merits and demerits of CISC to RISC architecture

NachoS, Can I get the scheduling code for NachOS?

Can I get the scheduling code for NachOS?

What is a zombie, What is a zombie? When a program forks and the child ...

What is a zombie? When a program forks and the child finishes before the parent, the kernel still keeps some of its information about the child in case the parent might require

What is the last entry in all bdc tables, What is the last entry in all BDC...

What is the last entry in all BDC tables? In all BDC tables the last entry is to save the data by using the field name BDC_OKCODE and a field value of '/11'.

Explain the optimization of data access paths, Explain the Optimization of ...

Explain the Optimization of data access paths Optimization is a very significant aspect of any design. The designer must do the followings for optimization: i) Add redundan

Explain what is defecttracker, DefectTracker from Pragmatic Software - D...

DefectTracker from Pragmatic Software - Defect Tracker is a fully web-based defect tracking and hold up ticket system that manages issues and bugs, customer needs, test cases, a

Modular programming, Modular programming denotes to the practice of writing...

Modular programming denotes to the practice of writing a program as a sequence of independently assembled source files. Every source file is a modular program intended to be assemb

What is digital switch, Digital switch It is a device that handles digi...

Digital switch It is a device that handles digital signals formed at or passed by a telephone company's central office and sends them across the company's backbone network.

What is thread, What is Thread? A thread, sometimes termed a lightweigh...

What is Thread? A thread, sometimes termed a lightweight process (LWP), is a fundamental unit of CPU utilization; this comprises a thread ID, a register set, a program counter

Printers, Printers are devices which put ink on paper in a controlled manne...

Printers are devices which put ink on paper in a controlled manner. They manually produce photographic images orreadable text. Printers have gone through a large transition in tech

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