Mutation - canonical genetic algorithm, Computer Engineering

Mutation:

However it may appear that the above recombinations are a little arbitrary that especially as points defining whether crossover and inversion occur are chosen randomly. Further it is important to notice that large parts of the string are kept, whether the string contained a region that scored well doing with the evaluation function that these operators have a good chance of passing such that region on to the offspring and especially where the regions are fairly small and  as in most GA problems, the overall string length is quite high. 

Furthermore the recombination process , it produces a large range of possible solutions. Moreover it is still possible for it to guide the search with a local rather than the global maxima with respect to the evaluation function. Hence for this reason, GAs regularly perform random mutations. Thus in this process, the offspring are taken and each bit in their bit string is flipped from a one to a zero or vice versa regarding to a given probability. In fact this probability is generally taken to be very small which say less than 0.01, so that only one in a hundred letters is flipped on average.

Posted Date: 1/12/2013 6:15:51 AM | Location : United States







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

Write discussion on Mutation - canonical genetic algorithm
Your posts are moderated
Related Questions
Example of Bitwise-AND Operator In the following example, the bitwise-AND operator (&) compares the bits of two integers, nNumA and nNumB: // Example of the bitwise-AND oper

Differentiate between http and ftp. HTTP and FTP were developed to make Internet transmission better. FTP is utilized to exchange files among computer accounts, to transfer

Classification according to level of processing According to this classification, computer operations are classified as arithmetic operations and instruction implementation. Ne

Connectives in first-order logic sentences - Artificial intelligence We may string predicates together into a sentence in the same way by utilising connectives that we did for



my project is in .net of lan chatting its have tcp\ip connection problem

Q. Show the conditional jump in program? CMP    AX, BX                      ; compare instruction: sets flags JNE     FIX                             ; if not equal do addi

how we get a perfect tutorial for face recognition using java

Control-Centered Virtual Manufacturing This is the addition of simulations to control actual processes and models, permitting for seamless simulation for optimization throughou