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Research on Intelligent Generating Test Paper Based on Parallel Genetic Algorithm

机译:基于并行遗传算法的智能生成试卷研究

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摘要

The aim of test paper composing is to compose an optimization test paper that satisfies the parameters which the user inputs, so the test paper composing problem is a classical multi-objective linear programming problem. This paper proposes an intelligent algorithm to generating test paper based on Parallel genetic algorithm, and provides a set of schemes of making papers of different degree of difficulties display in normal distribution. The algorithm adopts a new decimal system of subsection code, improves the traditional method of initializing the population and optimizes course of search. The experiment proves that this algorithm has better performance thus is more practical.
机译:试卷组成的目的是组成一个满足用户输入参数的优化试卷,因此试卷组成问题是经典的多目标线性规划问题。提出了一种基于并行遗传算法的智能试卷生成算法,并提出了一套使不同难度的试卷在正态分布下显示的方案。该算法采用了新的小数部分代码系统,改进了初始化种群的传统方法并优化了搜索过程。实验证明该算法具有较好的性能,因此更加实用。

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