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Research In Auto-generating Paper Based On Artificial Fish-swarm Algorithm

Posted on:2010-06-06Degree:MasterType:Thesis
Country:ChinaCandidate:C BianFull Text:PDF
GTID:2178360275968643Subject:Computer software and theory
Abstract/Summary:PDF Full Text Request
Tries the question bank intelligence group volume question is under the certain restraint condition multitarget component optimizationquestion,uses traditional mathematics method to solve quitedifficultly,the automatic group volume efficiency and the qualitycompletely are decided to tries the question bank design as well aspulls out the topic algorithm the design.Along with the computationtechnology and the artificial intell-igence fast development,as well as the education survey fundamental research is unceasingly thorough,obtained the widespread application based on the education surveytheory related computer-aided design, intelligent group volume systemresearch and the development obtained the more and more many experts' attention.Firstly,the basic theories of test paper generation are expounded.Secondly,the basic idea of AFSA are briefly described,includes the basic theory,the algorithmic description,the parameters and flowchart of AFSA.Finally, the constraint conditions are summarized,based on them,a mathematical model of test paper generation is established. Based on analytic hierarchy process,the weight vector of sub-objectives is worked out,and the multi-objective optimization model is converted into single-objective optimization model.Existing test paper generation algorithms have some defects,such as low success ratio,costing long time and Poor quality of test paper.Aimed at these defects,the intelligent test paper auto-generation algorithm based on artificial fish-swarm algorithm is researched in this paper. The Artificial Fish Swarm Algorithm is a new stochastic optimization algorithm based on group intelligent,essentially is a complex intelligent system.It has a stronger robustness; the fine distributed computing machine-made,easy to union with other methods,and so on.this algorithm can be used to resolve the problems in traditional autogenerating test paper such as the over-long coding,the difficulty of calculating the adaptability function.The simulation test indicates auto-generating paper based on artificial fish-swarm algorithm can meet the demands of autogenerating test paper, the speed is faster and the quality of test paper is better.
Keywords/Search Tags:artificial fish-swarm algorithm, Test Paper Auto-generation, Educating Measurement Theory, Item Bank, Mathematic Modeling
PDF Full Text Request
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