Research on Automatic Test Paper Composition System Based on Improved Genetic Algorithm

Xuecheng Tong ； Botao Liu ； Wentao Li ； Hao Xiao ； Tao Xu

《International Core Journal of Engineering》 7卷5期 (2021/05) Pp. 179-185

https://doi.org/10.6919/ICJE.202105_7(5).0023

摘要

The test paper system module, to achieve automatic test paper, and requires the combination of the test paper to achieve all the indicators, such as the basic constraints of the test paper, difficulty control, question control have been met. According to the characteristics of this problem, a mathematical model is established to obtain an appropriate fitness function. This paper presents an effective method of genetic algorithm to solve the problem of paper grouping. The experimental results show that the experimental results obtained by using genetic algorithm meet the requirements and have good practicability.

關鍵字

Test Question Bank ； Automatic Volume Grouping ； Genetic Algorithm ； Fitness Function

參考文獻

LIANG Ya-Lan ,NIE Chang-Hai. The Optimization of Configurable Genetic Algorithm for Covering Arrays Generation[J]. CHINESE JOURNAL OF COMPUTERS, 2012, 35 (7) :1522-1538.

SUN Yong, Bai Yun. Maneuver of ComPosing Examination Papers from Questions in View of Genetic Algorithms[J]. Journal of Zibo University ( Nat.Sei.and Eng .Ed.) , 2002, (3) :27-28.

JIN Han-jun, ZHENG Shi-jue, WU Ming-wu. Study and Application of Divided Selection at Random Algorithm in Intelligent Grouping Testpaper[J].Application Research of Computers, 2003, 20 (9) :102-103.

HUANG Bao-ling. Application of Adaptive Genetic Algorithm in Intelligent Test Paper Composition[J]. Computer Engineering, 2011, 37 (14) :161-163.

Hu Wei-hua ,Liang Rong-hua ,Jiang Hong. Research and Deveeopment on Tactics to Multi -aims of Generating Test -sheets[J]. JOURNAL OF HANGZHOU INSTITUTE OF ELECTRONIC ENGINEERING, 1999, (2) :36-41.