Classical approach - canonical genetic algorithm, Computer Engineering

Classical approach - Canonical genetic algorithm:

However returning to the classical approach, as there example, whether solving a particular problem involved finding a set of five integers between 1 and 100 after then the search space for a GA would be bits strings when the first eight bits are decoded as the first integer so the next eight bits become the second integer and so on. Therefore representing the solutions is one of the tricky parts to using genetic algorithms hence a problem we come back to later. Thus by assuming that the solutions are represented such as strings of length L.

After then, in the standard approach to GAs, called as the canonical genetic algorithm where the first stage is to generate an initial random population of bit strings of length L. Through random selection here means that the ones and zeros in the strings are chosen at random. Therefore sometimes, not often that the initialization procedure is done by a little more intelligence, as in e..g., utilizing some additional knowledge just about the domain to choose the initial population. 

Just after the initialization step then the canonical genetic algorithm proceeds iteratively utilizing selection, mating, and recombination processes and then checking for termination.

In such a scenario the next section where we look in detail that at how individuals are selected, mated, recombined as and mutated for good measure. Through termination of the algorithm may occur whether one or more of the best individuals in the current generation performs well enough with respect to the problem, according this performance specified through the user.

Posted Date: 1/12/2013 6:07:44 AM | Location : United States







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

Write discussion on Classical approach - canonical genetic algorithm
Your posts are moderated
Related Questions
ARQ is transmitted in the event of: (A)  Loss of signal                          (B) Error in received data (C)  Improve reliability                  (D) During time out

How the system would work in real time -  Sensors in/near road gather data (these can be infra-red/light sensors, pressure sensors, induction loops etc.) -data is generally num

What are the drawbacks of Electronic Data Interchange processes? Disadvantages of EDI processes are given below: 1. The X12 standard is so huge and general 2. Electron

In 32bit IP Addressing scheme all 1's represent? All 1's represent limited broadcast in 32 bit IP Addressing scheme.

Q. Find the average of two values? Find the average of two values which are stored in  ; Memory locations named FIRST and SECOND  ; And puts result in memory location AVG

What is the function of ALU? Most of the computer operations (arithmetic and logic) are performed in ALU. The data needed for the operation is brought by the processor and the

A session is a logical object formed by the PHP engine to permit you to preserve data across subsequent HTTP requests. There is only one session object available to your PHP scr

How many lines of address bus must be used to access 2048 bytes of memory when available RAM chips 128 × 8.  How many lines of these will be common to each chip? Ans. AS chips


SEARCH is a sequential search from the starting of the table. SEARCH ALL is a binary search, continually dividing the table in two halves until a match is found. SEARCH ALL is more