Autonomous Development of Algorithmic Concepts for Program Comprehension
Joint Authors
Zhu, Guojin
Zhang, Kai
Li, Jiyun
Source
Mathematical Problems in Engineering
Issue
Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-11, 11 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2014-08-05
Country of Publication
Egypt
No. of Pages
11
Main Subjects
Abstract EN
A developmental model of algorithmic concepts is proposed here for program comprehension.
Unlike traditional approaches that cannot do anything beyond their predesigned representation, this model can develop its internal representation autonomously from chaos into algorithmic concepts by mimicking concept formation in the brain under an uncontrollable environment that consists of program source codes from the Internet.
The developed concepts can be employed to identify what algorithm a program performs.
The accuracy of such identification reached 97.15% in a given experiment.
American Psychological Association (APA)
Zhu, Guojin& Zhang, Kai& Li, Jiyun. 2014. Autonomous Development of Algorithmic Concepts for Program Comprehension. Mathematical Problems in Engineering،Vol. 2014, no. 2014, pp.1-11.
https://search.emarefa.net/detail/BIM-466036
Modern Language Association (MLA)
Zhu, Guojin…[et al.]. Autonomous Development of Algorithmic Concepts for Program Comprehension. Mathematical Problems in Engineering No. 2014 (2014), pp.1-11.
https://search.emarefa.net/detail/BIM-466036
American Medical Association (AMA)
Zhu, Guojin& Zhang, Kai& Li, Jiyun. Autonomous Development of Algorithmic Concepts for Program Comprehension. Mathematical Problems in Engineering. 2014. Vol. 2014, no. 2014, pp.1-11.
https://search.emarefa.net/detail/BIM-466036
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-466036