Software Test Effort Estimation Using Particle Swarm Optimization

被引:0
|
作者
Bhattacharya, Prasanta [1 ]
Srivastava, Praveen Ranjan [1 ]
Prasad, Bhanu [2 ]
机构
[1] Birla Inst Technol & Sci, Dept Comp & Informat Syst, Pilani 333031, Rajasthan, India
[2] Florida A&M Univ, Dept Comp & Informat Sci, Tallahassee, FL 32307 USA
来源
PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON INFORMATION SYSTEMS DESIGN AND INTELLIGENT APPLICATIONS 2012 (INDIA 2012) | 2012年 / 132卷
关键词
Software testing; software testing effort (STE); particle swarm optimization (PSO); COCOMO; test effort drivers (TED);
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Software testing is a key component in the software development life cycle. This paper presents a modification to the Constructive Cost Model (COCOMO) technique by using particle swarm optimization. The resultant technique significantly increases the accuracy of the COCOMO approach and also incorporates the much needed flexibility related to the software and the development team.
引用
收藏
页码:827 / +
页数:3
相关论文
共 50 条
  • [41] Application of Parallel Particle Swarm Optimization on Power System State Estimation
    Jeong, Hee-Myung
    Lee, Hwa-Seok
    Park, June-Ho
    T& D ASIA: 2009 TRANSMISSION & DISTRIBUTION CONFERENCE & EXPOSITION: ASIA AND PACIFIC, 2009, : 752 - +
  • [42] A particle swarm optimization approach to optimal estimation of FIR filter parameters
    Chang, Wei-Der
    Chang, Dai-Ming
    IMECS 2007: INTERNATIONAL MULTICONFERENCE OF ENGINEERS AND COMPUTER SCIENTISTS, VOLS I AND II, 2007, : 177 - +
  • [43] Fuzzy Clustering Using Automatic Particle Swarm Optimization
    Chen, Min
    Ludwig, Simone A.
    2014 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE), 2014, : 1545 - 1552
  • [44] Power Economic Dispatch Using Particle Swarm Optimization
    Iqbal, H. M. Zahid
    Ashraf, A.
    Ahmad, A.
    2015 POWER GENERATION SYSTEMS AND RENEWABLE ENERGY TECHNOLOGIES (PGSRET-2015), 2015, : 198 - 204
  • [45] ERP SOURCE RECONSTRUCTION BY USING PARTICLE SWARM OPTIMIZATION
    Alp, Y. K.
    Arikan, O.
    Karakas, S.
    2009 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS 1- 8, PROCEEDINGS, 2009, : 365 - +
  • [46] Estimation of distribution algorithm enhanced particle swarm optimization for water distribution network optimization
    Xuewei Qi
    Ke Li
    Walter D. Potter
    Frontiers of Environmental Science & Engineering, 2016, 10 : 341 - 351
  • [47] Optimization of electrostatic sensor electrodes using particle swarm optimization technique
    Mozhde Heydarianasl
    Mohd Fua’ad Rahmat
    The International Journal of Advanced Manufacturing Technology, 2017, 89 : 905 - 919
  • [48] Adaptive Multiobjective Particle Swarm Optimization Based on Evolutionary State Estimation
    Wu, Bolin
    Hu, Wang
    Hu, Junjie
    Yen, Gary G.
    IEEE TRANSACTIONS ON CYBERNETICS, 2021, 51 (07) : 3738 - 3751
  • [49] Optimization of electrostatic sensor electrodes using particle swarm optimization technique
    Heydarianasl, Mozhde
    Rahmat, Mohd Fua'ad
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2017, 89 (1-4) : 905 - 919
  • [50] Estimation of distribution algorithm enhanced particle swarm optimization for water distribution network optimization
    Qi, Xuewei
    Li, Ke
    Potter, Walter D.
    FRONTIERS OF ENVIRONMENTAL SCIENCE & ENGINEERING, 2016, 10 (02) : 341 - 351