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Based On Genetic Algorithm, The Class System Is Arranged

Posted on:2021-02-06Degree:MasterType:Thesis
Country:ChinaCandidate:Y L WangFull Text:PDF
GTID:2437330611454096Subject:Computer technology
Abstract/Summary:PDF Full Text Request
"Walking class system" refers to the subject classroom and the teacher fixed,students according to their own ability level and interest desire to choose their own development level class class,different levels of classes,its teaching content and degree of different requirements,homework and examination difficulty is also different teaching methods.Education reform make the teaching mode change.The teaching mode of "walking class system" gives students enough freedom to make their own choices in learning,which can arouse their learning enthusiasm more than the traditional teaching mode.However,the new shift system brings great workload to the course arrangement,and the traditional manual course arrangement cannot meet the changeable and complicated requirement.Therefore,it is imperative to explore the intelligent course arrangement system based on the new mode.But the current genetic algorithm in middle school class in the process system research of less,especially for secondary school curriculum arrangement in the process of the class,single and double weeks constraints such as the study of the actual demand is less,this article will by building a mathematical model of the genetic algorithm,the key to solve high school curriculum arrangement and single and double weeks even class that exist in the actual demand of arrangement system.Our research findings of this paper are as follows:(1)this paper studied the process of course arrangement and course selection under the new teaching mode,compared and analyzed the shortcomings of the traditional course arrangement system under the new teaching mode,analyzed the reasons for its emergence,proposed the solution of course arrangement and course selection suitable for the new mode,and finally proposed a course arrangement algorithm model applicable for the new teaching mode.(2)We researched the genetic algorithm.On the basis of study on the principle ofcourse arrangement,the constraints,factors and ultimate goal in the problem of course arrangement are analyzed,and the corresponding mathematical model is constructed.(3)this paper studied the demand of continuous classes and single weekly classes in the practical problem of arranging classes in middle schools.We have some experiments to verify the feasibility of the GA(genetic algorithm).To sum up,the genetic algorithm-based middle school class scheduling algorithm is closely combined with the new teaching background,which makes up some gaps in the traditional class scheduling system on the new demand of middle school class scheduling,and provides ideas for the development of modern education reform.
Keywords/Search Tags:middle school teaching, Go shifts, Scheduling model, Genetic algorithm
PDF Full Text Request
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