BASIC KNOWLEDGE IN GENETIC ALGORITHM (english version)

BASIC DEFINITION USING IN GENETIC ALGORITHM

Genotype (Gen), a unit of value that states which form the basis of a particular meaning in one unity of genes called chromosomes. in genetic algorithms, this gene could be a binary value, float, integer or character, or combinatorial.
Allele, the value of the genotype (genome).
Chromosomes, genes that are combined to form the particular.
Individuals, states the value or condition said one possible solution of issues raised
Population, is a collection of individuals who will processed together in a single cycle of the evolutionary process.
Generation, suggesting a one-unit cycle of the evolutionary process. Value Fitness, stated how well the value of a individuals or solutions are obtained.

HOW TO USING GENETIC ALGORITHM IN A PROGRAMMING

Define the individual, which individual states one solution (solution) that may be of the issues raised.
Defining the value of fitness, which is a measure whether or not an individual good or good, whether the solution is obtained.
Determine the initial population generation process. case This is usually done using random generation as random-walk.
Determine the selection process will be used.
Determine the cross-breeding (cross-over)and mutations of genes that will be used.

PROGRAMMING STUDIES