Hesitant Fuzzy Sets Based Symmetrical Model of Decision-Making for Estimating the Durability of Web Application

被引:81
|
作者
Sahu, Kavita [1 ]
Alzahrani, Fahad A. [2 ]
Srivastava, R. K. [1 ]
Kumar, Rajeev [3 ,4 ]
机构
[1] Dr Shakuntala Misra Natl Rehabil Univ, Dept Comp Sci, Lucknow 226017, Uttar Pradesh, India
[2] Umm Al Qura Univ, Coll Comp & Informat Syst, Dept Comp Engn, Mecca 21955, Saudi Arabia
[3] Babasaheb Bhimrao Ambedkar Univ, Dept Informat Technol, Lucknow 226025, Uttar Pradesh, India
[4] Shri Ramswaroop Mem Univ, Dept Comp Applicat, Lucknow Deva Rd, Barabanki 225003, Uttar Pradesh, India
来源
SYMMETRY-BASEL | 2020年 / 12卷 / 11期
关键词
web application durability; symmetrical development process; hesitant fuzzy sets; AHP; TOPSIS; TOPSIS; SYSTEM; ANP; AHP;
D O I
10.3390/sym12111770
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The development of web applications essentially relies on users' demands who expect highly efficacious but cost effective software services. Managing time and cost so as to develop web applications that cater to the users' need is a challenge for developers at present. Moreover, low-cost maintenance can only be achieved by enhancing the durability of the web applications. Identifying characteristics of durability is a complex task because the different experts have different opinions regarding the significance of characteristics that determine durability quotient of the web applications. As established by the best practices undertaken in this context, some experts consider quality to be the most important factor for determining durability. Therefore, the present study enlists multi-criteria decision-based symmetrical technique to address the multi-vector option availability for the apt selection of the characteristics for durability. Furthermore, it has also been identified that a numerical assessment of web applications' durability can affect the service life and low-cost management in web applications. In this context, to achieve high durability and longevity in web applications, this paper attempts to illustrate and perform a numerical evaluation of durability characteristics. By understanding the various characteristics and their significance towards durability, the paper finds that the hesitant fuzzy-based symmetrical technique of the Analytic Hierarchy Process (AHP) and Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS) is an effective methodology for evaluating web applications' durability. For evaluating the quality of the results and establishing their sensitivity, the authors have assessed the outcomes on six different projects of the University. Additionally, results assessed and discussed in this paper would be a conclusive reference for the developers in their attempts to develop highly durable and manageable web applications.
引用
收藏
页码:1 / 20
页数:20
相关论文
共 50 条
  • [31] A Hybrid Model of Hesitant Fuzzy Decision-Making Analysis for Estimating Usable-Security of Software
    Kumar, Rajeev
    Baz, Abdullah
    Alhakami, Hosam
    Alhakami, Wajdi
    Baz, Mohammed
    Agrawal, Alka
    Khan, Raees Ahmad
    [J]. IEEE ACCESS, 2020, 8 (08): : 72694 - 72712
  • [32] Extended Intuitionistic Fuzzy Sets Based on the Hesitant Fuzzy Membership and their Application in Decision Making with Risk Preference
    Zhou, Wei
    Xu, Zeshui
    [J]. INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2018, 33 (02) : 417 - 443
  • [33] The ELECTRE I Multi-Criteria Decision-Making Method Based on Hesitant Fuzzy Sets
    Chen, Na
    Xu, Zeshui
    Xia, Meimei
    [J]. INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING, 2015, 14 (03) : 621 - 657
  • [34] A New Method of Multiattribute Decision-Making Based on Interval-Valued Hesitant Fuzzy Soft Sets and Its Application
    Yang, Yan
    Lang, Lei
    Lu, Liuli
    Sun, Yangmei
    [J]. MATHEMATICAL PROBLEMS IN ENGINEERING, 2017, 2017
  • [35] HESITANT PYTHAGOREAN FUZZY SETS AND THEIR AGGREGATION OPERATORS IN MULTIPLE ATTRIBUTE DECISION-MAKING
    Garg, Harish
    [J]. INTERNATIONAL JOURNAL FOR UNCERTAINTY QUANTIFICATION, 2018, 8 (03) : 267 - 289
  • [36] Similarity measure of hesitant fuzzy sets and group consensus measure and its application in group decision-making
    Lyu J.-H.
    Guo S.-C.
    Guo F.-F.
    [J]. Kongzhi yu Juece/Control and Decision, 2020, 35 (08): : 1987 - 1996
  • [37] On Intuitionistic Fuzzy Soft Sets and Their Application in Decision-Making
    Tripathy, B. K.
    Mohanty, R. K.
    Sooraj, T. R.
    [J]. PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON SIGNAL, NETWORKS, COMPUTING, AND SYSTEMS (ICSNCS 2016), VOL 2, 2016, 396 : 67 - 73
  • [38] Incomplete Fuzzy Soft Sets and Their Application to Decision-Making
    Wang, Lu
    Qin, Keyun
    [J]. SYMMETRY-BASEL, 2019, 11 (04):
  • [39] Hybrid aggregation operators based on Pythagorean hesitant fuzzy sets and their application to group decision making
    Khan, Muhammad Sajjad Ali
    Abdullah, Saleem
    Ali, Asad
    Amin, Fazli
    Rahman, Khaista
    [J]. GRANULAR COMPUTING, 2019, 4 (03) : 469 - 482
  • [40] Hybrid aggregation operators based on Pythagorean hesitant fuzzy sets and their application to group decision making
    Muhammad Sajjad Ali Khan
    Saleem Abdullah
    Asad Ali
    Fazli Amin
    Khaista Rahman
    [J]. Granular Computing, 2019, 4 : 469 - 482