Sentence examples for by genetic algorithm chromosomes from inspiring English sources

In optimization by genetic algorithm, chromosomes with four genes and the primary population with 10 individuals were used.

To show the efficiency of this dynamic fuzzy network designed by genetic algorithm with variable-length chromosomes and relative-based mutated reproduction operation, two temporal problems are simulated.

The first step to solve a problem by genetic algorithm is defining the structure of representation and the way to convert a chromosome to a solution.

At last, the system was optimized by genetic algorithm.

The predicted values were further optimized by genetic algorithm (GA).

In general, modeling the optimization problem by genetic algorithms includes two basic views: (a) Definition of chromosome which is known as data structure for decoding the selected solutions, and   (b) Providing an objective function for evaluating the selected solutions.  .

Inspired by analysis regarding the relationship between subset size and accuracy, a squeezing algorithm is presented to shrink the genetic algorithm's chromosome cardinality during the genetic iterations.

In the studies using genetic algorithm, the chromosome populations were selected randomly.

Then, by using Genetic algorithm, the most adequate chromosome(_{x}) for data applicant X is generated, assisted by CH.

These models were developed by employing a genetic algorithm with binary chromosome ring representing alternatively placed hot and cold layer fluid streams.

Finally, the best learning scheme, in our case the Chromosome (with its data preprocessing, attribute selector and learning algorithm), was selected by the genetic algorithm.