Proceedings of the 2015 3rd International Conference on Machinery, Materials and Information Technology Applications

Research on Computer Intelligent Test Paper Composition Based on Genetic Algorithm

Authors
Liming Wang
Corresponding Author
Liming Wang
Available Online November 2015.
DOI
10.2991/icmmita-15.2015.190How to use a DOI?
Keywords
test paper composition; genetic algorithm; selection; crossover; mutation
Abstract

The test paper composition is an important part of the exam, how to choose an efficient, scientific and rational way, can ensure test papers the greatest extent possible to meet the different needs of users, and random, science, rationality and other characteristics, it is very critical. Aiming at the limitations of the traditional method of generating test paper problem, this paper uses genetic algorithm of generating test paper. Firstly, the mathematical model of the generating test paper algorithmic; then, through a graphical illustration of the basic principles of genetic algorithms; then studied the application of genetic algorithm in intelligent test paper composition and illustrates the main steps of intelligent test paper composition; Finally, genetic manipulation of intelligent test paper composition, continue to carry out individual fitness evaluation, selection, crossover and mutation until the search for the optimal solution or satisfactory solution. Using the genetic algorithms for intelligent test paper composition, it reduces the workload of teachers, to promote scientific and standardized test management has important practical value.

Copyright
© 2015, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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Volume Title
Proceedings of the 2015 3rd International Conference on Machinery, Materials and Information Technology Applications
Series
Advances in Computer Science Research
Publication Date
November 2015
ISBN
978-94-6252-120-9
ISSN
2352-538X
DOI
10.2991/icmmita-15.2015.190How to use a DOI?
Copyright
© 2015, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

TY  - CONF
AU  - Liming Wang
PY  - 2015/11
DA  - 2015/11
TI  - Research on Computer Intelligent Test Paper Composition Based on Genetic Algorithm
BT  - Proceedings of the 2015 3rd International Conference on Machinery, Materials and Information Technology Applications
PB  - Atlantis Press
SP  - 1029
EP  - 1034
SN  - 2352-538X
UR  - https://doi.org/10.2991/icmmita-15.2015.190
DO  - 10.2991/icmmita-15.2015.190
ID  - Wang2015/11
ER  -