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Researching And Realizing The Intelligent Scheduling Course Algorithm In Teaching Management Information System Of The High Vocational College Schools

Posted on:2010-04-29Degree:MasterType:Thesis
Country:ChinaCandidate:R F WangFull Text:PDF
GTID:2178360278467885Subject:Computer technology
Abstract/Summary:PDF Full Text Request
Scheduling course is a complex work in teaching and managing of the high vocational college schools, but it is also very important. With enlarging the scale of teaching, setting up more flexible professionals, and varying teaching methods, high vocational colleges encounter much more difficulties in scheduling courses. The efficiency and quality of scheduling course will impact on teaching quality. If we continue to do it in manual arrangement, it will cause low efficiency and poor quality in doing scheduling courses. Therefore, studying and implementation of intelligent scheduling course of the higher vocational colleges has become urgent.The scheduling course problem is a constrained, multi-objective combinatorial optimization problem, and has been proved to be a NP-complete problem. Genetic algorithm is a stochastic search algorithm and can solve the NP-complete problem.In this paper, we did a detailed analysis for the features and key elements of the genetic algorithm. Then, we designed a kind of hybrid genetic coding scheme for solving the scheduling course problem. And we also provided the fitness function. Finally, we realized the carefully designed genetic algorithm by the MATLAB tools. The results showed that the genetic algorithm played an important role in solving the scheduling course problem and achieved a better effect.
Keywords/Search Tags:System of scheduling course, Genetic algorithm, Genetic coding, Fitness function
PDF Full Text Request
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