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Research On Intelligent Assembling Test Paper Based Genetic Algorithm

Posted on:2016-10-17Degree:MasterType:Thesis
Country:ChinaCandidate:P JinFull Text:PDF
GTID:2308330503958850Subject:Computer application technology
Abstract/Summary:PDF Full Text Request
Along with social progress and human development, as a kind of assessment and selection method, examination has a direct and fair impact on the final evaluation results.At the same time, with the rapid development of information technology and network technology, the requirements of modern education are increasing in various fields including the education. In order to promote the fairness and improve the quality of personnel training, intelligent test paper system came into being, and has a very broad application prospects for all kinds of exams. Intelligent test paper can not only generate more scientific,more standardized and expected examination papers, and also reduce the task of the teachers from the heavy work, which can focus on the study of teaching materials, teaching methods, more of the higher education.In this paper, the algorithm of assembling test paper based on genetic algorithm is studied. The goal of intelligent assembling test paper aims to generate scientific, reasonable,random test paper according to the different needs of users. Assembling test paper is a typical multi-objective optimization problem with constraints. Genetic algorithm(GA) is a kind of random search algorithm using the natural selection and natural genetic mechanism.Because it has a good global search, it is an effective method to solve the multi-objective optimization. Therefore, this paper uses genetic algorithm to solve the problem of assembling test paper, through the selection, genetic, variation and other mechanisms to achieve the improvement of the individual’s adaptability.In this paper, we summarize the constraints of the process of assembling test paper based on the basic theory and main principle of assembling test paper and set up a mathematical model. We aslo design and implement the main functional modules of the intelligent assembling test paper system based on Genetic Algorithm for the mathematics of a high middle school. We develop the assembling test paper system based Java programming language.
Keywords/Search Tags:Intelligent assembling test paper, test assembling algorithm, genetic algorithm
PDF Full Text Request
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