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Research On Algorithm Of Intelligent Course Arrangement And Its Application

Posted on:2015-01-14Degree:MasterType:Thesis
Country:ChinaCandidate:C LuoFull Text:PDF
GTID:2298330434954315Subject:Computer application technology
Abstract/Summary:PDF Full Text Request
Abstract:In recent years,Chinese higher education credit system promoting progressively,scale of running school expanding increasingly,teaching resources also appears relative shortage,which requires the educational administration work toward a more efficient information and network development.It has been an important standard on measuring the college management level to the information modular, convenient degree of educational administration work.Thus the further exploration for educational management information system is a profound research project.After analyzing the problems of curriculum scheduling,an algorithm based on discrete particle swarm algorithm for the curriculum scheduling was proposed,with a framework for solving the problem.Because the particle swarm algorithm has a slow convergence speed during late period of its iterations and can easily be trapped in local optimal solution,an improved algorithm was applied with fully considering the features of curriculum scheduling.The algorithm was modeled in three dimensional space,its particles were initialized with avoiding conflicts,and mutation was introduced to avoid being trapped in optimal solution,etc.The application makes it clear that the proposed algorithm can solve the curriculum scheduling problem effectively.According to the characteristics of credit system,this paper puts forward the teaching administration system of the construction project,the main completed the following:1)Analyzing the advantages and disadvantages of C/S and B/S model.this paper uses B/S structure,i.e.using B/S three-layer model:customers,business and data layer;2) From the user’s perspective on educational administration system for detailed requirements analysis;3)0n the babies of analyzing main functional requirements,makes the planning and design of educational institutions by net framework,which including the system function module design system and database,and the module function expansion optimization, and make it more accord with the quality education management requirements;4)Using genetic algorithm,this paper makes the algorithm design to the key technology problems of the educational administration system.This system has been put into use,and realizes the electronic,network of the college educational administration management.lt also makes administration work more rigorous and efficient.
Keywords/Search Tags:curriculum scheduling problem, Particle SwarmOptimization (PSO) algorithm, combinatorial optimization, mutation
PDF Full Text Request
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