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《Electronic Science and Technology》 2009-07
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Software Test Data Generation Based on an Improved Generic Algorithm

Chen Yu,Yao Li(College of Computer Sciences and Technology,Donghua University,Shanghai 201620,China)  
In software testing,the generation of testing data is one of the key steps which has a great effect on the automation of software testing.In order to increase the efficiency of testing case generation,this paper presents a newly improved genetic algorithm for generating software test cases.Having both local search capability of Taboo search and global search capability of the genetic algorithm,it combines Taboo search with genetic algorithms to improve the performance of software test data generation.The empirical results show that this algorithm is superior to the adaptive genetic algorithm in effectiveness and efficiency.
【CateGory Index】: TP301.6
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【Citations】
Chinese Journal Full-text Database 2 Hits
1 Jie Wei\ \ Gao Zhongyi (Beijing University of Aeronautics and Astronautics,Dept.of Computer Science and Engineering);RESEARCH OF SOFTWARE STRUCTURAL TEST DATA GENERATION BASED ON GENETIC ALGORITHMS[J];JOURNAL OF BEIJING UNIVERSITY OF AERONAUTICS AND ASTRONAUTICS;1997-01
2 Min Jianhu,Zhao Zhenyong(Department of Information Technology, Chang Zhou Textile Garment Institute,Changzhou 213164, China);Research on the BP Training Algorithm Based on the Genetic Algorithm[J];Electronic Science and Technology;2008-11
【Co-citations】
Chinese Journal Full-text Database 7 Hits
1 Jie Wei\ Xie Junkai\ Xi Hongyu\ Gao Zhongyi (Beijing University of Aeronautics and Astronautics,Dept. of Computer Science and Engineering);Genetic Algorithms and Its Application in Software Test Data Generation[J];JOURNAL OF BEIJING UNIVERSITY OF AERONAUTICS AND ASTRONAUTICS;1998-04
2 Shi Xiaohua\ Gao Zhongyi (Beijing University of Aeronautics and Astronautics,Dept. of Computer Science and Engineering);Encoding Methods of Parameters of Genetic Algorithms Applied in Ada Dynamic Testing[J];JOURNAL OF BEIJING UNIVERSITY OF AERONAUTICS AND ASTRONAUTICS;1998-04
3 ZHAO Ming1, ZHANG Yikun1, SHEN Jianxiong2, CUI Duwu1, GAO Hailing2 (1.School of Computer Science and Engineering, Xi’an University of Technology, Xi’an 710048; 2. Shanghai Software Testing Center, Shanghai 201203);Tool for Automated Test Data Generation Based on GA[J];Computer Engineering;2005-13
4 LI Ai-guo, ZHANG Yan-li (Department of Computer Science, Xi’an University of Science and Technology, Xi’an 710054);Automatic Generation Method of Test Data for Software Structure Based on PSO[J];Computer Engineering;2008-06
5 PAN Zu-lie,SUN Le-chang,CAI Ming,CHEN Jian-xiong(Department of Network Engineering,PLA Electronic Engineering Institute,Hefei 230037);Black-box Test Cases Auto-generating Model Based on Genetic Algorithm[J];Computer Engineering;2008-09
6 Zhao Ruilian(Department of Computer Science,Beijing University of Chemical Technology,Beijing 100029) (Key Laboratory of Computer Science,Institute of Software,Chinese Academy of Sciences,Beijing 100080);Search-Based Automatic Path Test Generation Method for Character String Data[J];Journal of Computer-Aided Design & Computer Graphics;2008-05
7 CHEN Yong,ZHONG Yong,LIU Yong(Chengdu Institute of Computer Application,Chinese Academy of Sciences,Chengdu Sichuan 610041,China);Survey on automatic structural test data generation using evolutionary algorithms[J];Journal of Computer Applications;2008-S1
【Secondary Citations】
Chinese Journal Full-text Database 1 Hits
1 Cao Zhongyi Liang Xia;AN EXPERIMENTAL SYSTEM OF SYMBOLIC EXECUTION TECHNIQUE AIDED TEST DATA GENERATION[J];;1988-04
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