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Design And Implementation Of Intelligent Cooperative Learning Grouping System Based On Simulated Annealing Algorithm

Posted on:2020-05-20Degree:MasterType:Thesis
Country:ChinaCandidate:W TanFull Text:PDF
GTID:2428330623951633Subject:Software engineering
Abstract/Summary:PDF Full Text Request
At present,in the field of education,there are more and more research on cooperative learning theory and related practical work.These researches proved that the use of cooperative learning in classroom teaching can improve students' performance and improve students' participation in learning and communication and other social skills.However,before learning,students should be divided into different groups according to different factors.Due to the large number of constraints,dividing the students into different groups is difficult to complete.Aiming at this problem,this thesis uses simulated annealing algorithm to program an intelligent cooperative learning grouping system,which solves the grouping problem under the condition of multiple constraints.This thesis designs and implements an intelligent cooperative learning grouping system based on simulated annealing algorithm by analyzing the development of existing cooperative learning and the situation of multi-constraint problem solving algorithms.Based on the needs of classroom teaching,the system is analyzed and coded.Java-based programming technology,and Microsoft SQL Server 2008 are used to code the system.The system mainly includes five modules: system management module,basic information management module,performance management module,model management module and group management module.Aiming at the problem of grouping students,this thesis proposes using simulated annealing algorithm to deal with this problem.In the design of the model,seven major factors are taken into account,which represent different aspects of students' learning process and reflect students' learning situation in different aspects.Then the multi-constraint problem model is obtained,and the simulated annealing algorithm is adapted to different steps to obtain the solution of the problem.The test results show that the intelligent cooperative learning grouping system based on simulated annealing algorithm designed and implemented in this thesis has a good function and a good application prospect.Tests and applications show that the system runs stably,has a friendly interface,is easy to operate,has a good grouping effect,and can meet the grouping requirements of teaching management.It has good application prospects.
Keywords/Search Tags:simulated annealing, cooperative learning, classroom teaching, intelligent grouping, multiple constraint problems
PDF Full Text Request
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