Evaluation function - canonical genetic algorithm, Computer Engineering

Evaluation function - canonical genetic algorithm:

However note that this termination check may be related or the same as the evaluation function - that discussed later - but it may be something entirely different to this. Hence there may not be a definitive answer to the problem you're looking on and it may only be possible to evolve solutions that are as good as possible. However in this case there it may not be obvious where to stop, and therefore it may be a good idea to produce as many populations as possible given the computing or time resources you have available. Thus in this case, the termination function may be a specific time limit or a justify number of generations. Rather than it is very important to notice that the best individual in your final population may not be as good as the best individual in a previous or earlier generation as GAs do not perform hill-climbing searches then it is perfectly possible for generations to degrade. Therefore  GAs should record the best individuals from every generation and but as a final solution presented to the user their they should output the best solution found over all the generations.

Posted Date: 1/12/2013 6:09:41 AM | Location : United States







Related Discussions:- Evaluation function - canonical genetic algorithm, Assignment Help, Ask Question on Evaluation function - canonical genetic algorithm, Get Answer, Expert's Help, Evaluation function - canonical genetic algorithm Discussions

Write discussion on Evaluation function - canonical genetic algorithm
Your posts are moderated
Related Questions
Q. Explain about Integration Levels? Initially only few gates were integrated consistently on a chip. This initial integration was termed as small-scale integration (SSI). With

How does an enumstatement differ from a typedef statement? Typedef statement permits user to define an identifier that would show an exiting data type. The user-defined data

Adding Momentum - Sigmoid units: However imagine a ball rolling down a hill as it does so then it gains momentum in which its speed increases and it becomes more difficult to

System Software System software is a group of programs written to service another programs. Some system software (e.g., compilers editors and file management utilities) proc

Q. What are intelligent agents? What tasks will they perform? ANSWER: Intelligent agents are software that helps you, or operate on your behalf, in performing repetitive comput

Network for Digital Methods in the Arts and Humanities: Europe has seen a signifi cant investment in the digitisation of its cultural heritage as part of the worldwide establi

What is reduction?  A reduction is a way of changing one problem into another in such a way that a solution to the second problem can be used to explain the first problem.

Q. Drawback of the system using disk caching? The main drawback of the system using disk caching is risking loss of updated information in event of machine failures like loss o

What is parsing? The target of parsing is to find out the syntactic validity of a source string. A tree is built for use through subsequent phase of compiler, if the string is

What is port? What are the types of port available? An I/O interface having of circuitry needed to connect an I/O device to computer bus. One side consists of a data path with