The Research of Test Case Generation and Its Optimization Methods Based on Orthogonal Test Method and Greedy Algorithm

被引:2
|
作者
Tian, Pei [1 ]
Leng, Huaijing [1 ]
Yang, Shaohua [1 ]
Wang, Yufang [1 ]
机构
[1] Commun Univ China, Informat Engn Sch, Beijing, Peoples R China
来源
2009 INTERNATIONAL CONFERENCE ON INTELLIGENT HUMAN-MACHINE SYSTEMS AND CYBERNETICS, VOL 1, PROCEEDINGS | 2009年
关键词
software testing; test case; orthogonal test method; greedy algorithm;
D O I
10.1109/IHMSC.2009.126
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In software testing, the large number of test cases affected the progress of software testing seriously. In order to generate effective test cases with high-quality data. In this paper, a method which is about the test case generation and its optimization methods based on orthogonal test method and greedy algorithm is presented. First of all, the basic concepts, main features and the steps of generating test cases of the orthogonal test method are introduced; then, the optimal method of generated test cases using the greedy algorithm is gave; Finally, the test cases generation and its optimization are explained by using orthogonal test method and greedy algorithm, and which is applied to practical engineering tests.
引用
收藏
页码:474 / 477
页数:4
相关论文
共 50 条
  • [21] The Research of the Test Case Prioritization Algorithm for Black Box Testing
    Liu, Wenhong
    Wu, Xin
    Zhang, WeiXiang
    Xu, Yang
    2014 5TH IEEE INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING AND SERVICE SCIENCE (ICSESS), 2014, : 37 - 40
  • [22] Test Case Generation Method for Multi-objective Harmony Search Algorithm
    Zheng, Tengfei
    2017 INTERNATIONAL CONFERENCE ON COMPUTER SYSTEMS, ELECTRONICS AND CONTROL (ICCSEC), 2017, : 1381 - 1386
  • [23] Object-Oriented Test Case Generation Using Teaching Learning-Based Optimization (TLBO) Algorithm
    Al-Masri, Ohood
    Al-Sorori, Wedad
    IEEE ACCESS, 2022, 10 : 110879 - 110888
  • [24] Research of Searching Algorithm for Path Test Data Generation
    Zhang Zhonglin
    Jia Limin
    Mei Lingxia
    ICCSSE 2009: PROCEEDINGS OF 2009 4TH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE & EDUCATION, 2009, : 842 - 844
  • [25] Compiler test case generation methods: a survey and assessment
    Boujarwah, AS
    Saleh, K
    INFORMATION AND SOFTWARE TECHNOLOGY, 1997, 39 (09) : 617 - 625
  • [26] Test case optimization using grey wolf algorithm
    Kumari, Srishti
    Jindal, Shweta
    Sharma, Arun
    SOFTWARE QUALITY JOURNAL, 2025, 33 (02)
  • [27] Empirically evaluating Greedy-based test suite reduction methods at different levels of test suite complexity
    Lin, Chu-Ti
    Tang, Kai-Wei
    Wang, Jiun-Shiang
    Kapfhammer, Gregory M.
    SCIENCE OF COMPUTER PROGRAMMING, 2017, 150 : 1 - 25
  • [28] Directed Search Based on Improved Whale Optimization Algorithm for Test Case Prioritization
    Yang, Bin
    Li, Huilai
    Xing, Ying
    Zeng, Fuping
    Qian, Chengdong
    Shen, Youzhi
    Wang, Jiongbo
    INTERNATIONAL JOURNAL OF COMPUTERS COMMUNICATIONS & CONTROL, 2023, 18 (02)
  • [29] Automatic Generation and Optimization of Test case using Hybrid Cuckoo Search and Bee Colony Algorithm
    Lakshminarayana, P.
    SureshKumar, Dr T. V.
    JOURNAL OF INTELLIGENT SYSTEMS, 2021, 30 (01) : 59 - 72
  • [30] Research on Multi-objective Test Case Generation Based on Cuckoo Search
    He Haixian
    Feng Jing
    PROCEEDINGS OF 2018 IEEE 3RD ADVANCED INFORMATION TECHNOLOGY, ELECTRONIC AND AUTOMATION CONTROL CONFERENCE (IAEAC 2018), 2018, : 1619 - 1623