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The Design And Implementation Of A Multi-campus Class Scheduling System Based On Genetic Algorithm

Posted on:2016-05-25Degree:MasterType:Thesis
Country:ChinaCandidate:M LingFull Text:PDF
GTID:2438330491452492Subject:Software engineering
Abstract/Summary:PDF Full Text Request
As we all know,scientific,standardized teaching management is orderly,obtain high level of job of teaching the important guarantee of teaching quality.With the expansion of college enrollment and the optimization of resources of colleges and universities merger,many have multiple campus construction in colleges and universities,the teachers,classrooms,equipment,software and hardware,such as teaching resources are very limited schedule appear more heavy and complicated,and discharge schedule is often difficult to live up to expectations.Therefore,the use of computer and software technology research and development of practical teaching requirements according to the school multi-campus course arranging system,scientific and efficient arrangement a reasonable schedule,to the school teaching activities smoothly plays an important role.Paper compares the advantages and disadvantages of common typical curriculum arrangement algorithm,a detailed analysis of the curriculum arrangement of multi-campus time,courses,teachers,classes,classrooms,campus and other key constraints.Especially for curriculum arrangement of multi-campus campus far away,the distance between the teachers in different campus teaching time to thrust deep into the problems of extracting different campus teaching time interval,campus nearby principle,such as constraints,based on the related theory of genetic algorithm,respectively from the chromosome coding,population initialization,set operator and fitness function of genetic algorithm is improved,and put forward a kind of improved genetic algorithm is adapted to the multi-campus arrangement;In changsha vocational college practical teaching demand for traction,curriculum arrangement system requirements of the system are analyzed in detail,and combined with the improved genetic algorithm for the system overall design and database design;On the basis of the detailed design adopt J2EE design implements a smart arrangement system based on improved genetic algorithm.Design implementation of multi-campus arrangement system has been applied to changsha vocational college success,through actual application found that the system has good adaptability,compared with the traditional process method,greatly improve the efficiency of the process,the discharge is a more scientific,reasonable and meets the demand of practical teaching,realize the system can also be used in the local vocational colleges and universities the popularization and application...
Keywords/Search Tags:Course arranging, Genetic algorithm, Multi-campus, Fitness function, Combinatorial Optimization
PDF Full Text Request
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