Grey Prediction Based Software Stage-Effort Estimation

被引：3
|
作者：
WANG Yong
机构：
来源：
Wuhan University Journal of Natural Sciences | 2007年 / 05期
基金：
中国国家自然科学基金; 国家高技术研究发展计划(863计划);
关键词：
project management; software engineering; sorftware effort estimation; grey model;
D O I：
暂无
中图分类号：
TP311.52 [];
学科分类号：
081202 ; 0835 ;
摘要：
The software stage-effort estimation can be used to dynamically adjust software project schedule,further to help make the project finished on budget. This paper presents a grey model Verhulst based method for stage-effort estimation during software development process,a bias correction technology was used to improve the estimation accuracy. The proposed method was evaluated with a large-scale industrial software engineering data-base. The results are very encouraging and indicate the method has considerable potential.
引用
收藏
页码：927 / 931
页数：5
相关论文
共 50 条
  • [31] SOFTWARE EFFORT ESTIMATION AND PRODUCTIVITY
    CONTE, SD
    DUNSMORE, HE
    SHEN, VY
    ADVANCES IN COMPUTERS, 1985, 24 : 1 - 60
  • [32] Software productivity and effort estimation
    Heidrich, Jens
    Oivo, Markku
    Jedlitschka, Andreas
    JOURNAL OF SOFTWARE-EVOLUTION AND PROCESS, 2015, 27 (07) : 465 - 466
  • [33] A Survey on Software Effort Estimation
    Usharani, K.
    Ananth, Vignaraj V.
    Velmurugan, D.
    2016 INTERNATIONAL CONFERENCE ON ELECTRICAL, ELECTRONICS, AND OPTIMIZATION TECHNIQUES (ICEEOT), 2016, : 505 - 509
  • [34] Ensembling Artificial Bee Colony With Analogy-Based Estimation to Improve Software Development Effort Prediction
    Shah, Muhammad Arif
    Jawawi, Dayang Norhayati Abang
    Isa, Mohd Adham
    Younas, Muhammad
    Abdelmaboud, Abdelzahir
    Sholichin, Fauzi
    IEEE ACCESS, 2020, 8 : 58402 - 58415
  • [35] TSoptEE: two-stage optimization technique for software development effort estimation
    Manchala, Pravali
    Bisi, Manjubala
    CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS, 2024, 27 (07): : 8889 - 8908
  • [36] Analogy-based software development effort estimation in global software development
    El Bajta, Manal
    2015 IEEE 10TH INTERNATIONAL CONFERENCE ON GLOBAL SOFTWARE ENGINEERING WORKSHOPS (ICGSEW 2015), 2015, : 51 - 54
  • [37] Effort estimation of component-based software development - a survey
    Wijayasiriwardhane, T.
    Lai, R.
    Kang, K. C.
    IET SOFTWARE, 2011, 5 (02) : 216 - 228
  • [38] Machine Learning-based Software Effort Estimation : An Analysis
    Polkowski, Zdzislaw
    Vora, Jayneel
    Tanwar, Sudeep
    Tyagi, Sudhanshu
    Singh, Pradeep Kumar
    Singh, Yashwant
    PROCEEDINGS OF THE 11TH INTERNATIONAL CONFERENCE ON ELECTRONICS, COMPUTERS AND ARTIFICIAL INTELLIGENCE (ECAI-2019), 2019,
  • [39] A Stacking Ensemble-based Approach for Software Effort Estimation
    Shukla, Suyash
    Kumar, Sandeep
    ENASE: PROCEEDINGS OF THE 16TH INTERNATIONAL CONFERENCE ON EVALUATION OF NOVEL APPROACHES TO SOFTWARE ENGINEERING, 2021, : 205 - 212
  • [40] Neural network based models for software effort estimation: a review
    Dave, Vachik S.
    Dutta, Kamlesh
    ARTIFICIAL INTELLIGENCE REVIEW, 2014, 42 (02) : 295 - 307
12345