Abstract: “Ecological modeling covers a wide collection of methods and ideas of study. The variety of the suitable model is a part of any interpretation of ecological data. That variety is most often made randomly and the selection is frequently closely weighted by the knowledge of the programmer with the special model. Genetic Algorithm, which symbolizes a group of algorithms, intended to search the best alternative solution to a specified problem by using thoughts from natural science, biology, mainly genetics, offer another approach to model selection [3]. This paper presents a review of BEAGLE which is used for interpreting the ecological data behind the application of genetic algorithm.”

Keywords: Evolutionary computation, GA: Genetic Algorithms, BEAGLE: Biological Evolutionary Algorithm Generating Logical Expressions.