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Applied Research On Genetic And Ant Colony Algorithm In Freshmen Enrollment System

Posted on:2015-02-01Degree:MasterType:Thesis
Country:ChinaCandidate:Z W CheFull Text:PDF
GTID:2268330428490786Subject:Software engineering
Abstract/Summary:PDF Full Text Request
Since university entrance examination resumed in China, higher education got a rapiddevelopment.With the development and popularization of higher education in our country,it is also required to develop school enrollment. Therefore, schools need a scientific,systematic, detailed data analysis which can analyze the freshmen’s enrollment informationto conclude an accurate, comprehensive and objective basis for data used to set for the newsemester programs, admissions plan scale, and publicity object selected to provide arelatively complete reference data.Now, with the advancement of computer technology, the world has entered theinformation age. Computer technology has reached out to all areas of people’s lives. Withthe deepening of research, people started bringing evolution into the computer system, anduse computers to simulate the evolution, in which genetic algorithms and Ant Colonyalgorithms are popular, which has been widely used, and achieved certain results.Integrated with genetic algorithm and Ant Colony algorithm for new students enrollmentsystem, when it deals with the basic data, it would be more scientific, comprehensive andefficient. Come to this conclusion, it will give a great deal of help and greater impetus tothe development of the school.To enable new students registration system play a better role, this paper first analyzesthe understanding of the basis of genetic algorithm and Ant Colony algorithm, and studiesthe basic principle and its work flow of Ant Colony algorithm, comes to understand theimprovement, expansion and its development of the Ant Colony algorithm. Becomingfamiliar with the mechanism of genetic algorithm and this inspired ideas. On the analysisof genetic algorithm and Ant Colony algorithm research, this paper summarizes theadvantages and disadvantages of Ant algorithm and genetic algorithm and puts forward the basic idea of Army Ants algorithm and units the Ant algorithm with the General missionfor new students registration system together.
Keywords/Search Tags:Ant Colony Algorithm, Genetic Algorithm, Enrollment System, Legion
PDF Full Text Request
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