THE MULTI-OBJECTIVE REFACTORING SELECTION PROBLEM

被引:0
|
作者
Chisalita-Cretu, Camelia [1 ]
Vescan, Andreea [1 ]
机构
[1] Univ Babes Bolyai, Fac Math & Comp Sci, Dept Comp Sci, R-3400 Cluj Napoca, Romania
关键词
searched-based software engineering; multi-objective optimization; refactoring;
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
The paper defines the Optimal Refactoring Selection Problem (ORSP) and generalizes it as a Multi-Objective ORSP (MOORSP) by treating the cost constraint as an objective and combining it with the effect objective. It considers the refactoring selection as a multi-objective optimization in the Search-Based Software Engineering (SBSE) field. The results of the proposed weighted objective genetic algorithm on an experimental didactic case study are presented and compared with other recommended solutions for similar problems.
引用
收藏
页码:291 / 298
页数:8
相关论文
共 50 条
  • [41] Multi-objective Evolutionary Feature Selection
    Kundu, Partha Pratim
    Mitra, Sushmita
    [J]. PATTERN RECOGNITION AND MACHINE INTELLIGENCE, PROCEEDINGS, 2009, 5909 : 74 - 79
  • [42] Multi-objective optimization in partner selection
    Ma, Xuesen
    Han, Jianghong
    Hou, Zhengfeng
    Wei, Zhenchun
    [J]. ICNC 2007: THIRD INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION, VOL 4, PROCEEDINGS, 2007, : 403 - +
  • [43] Multi-objective model type selection
    Rosales-Perez, Alejandro
    Gonzalez, Jesus A.
    Coello Coello, Carlos A.
    Jair Escalante, Hugo
    Reyes-Garcia, Carlos A.
    [J]. NEUROCOMPUTING, 2014, 146 : 83 - 94
  • [44] Multi-objective feature selection with NSGA
    Hamdani, Tarek M.
    Won, Jin-Myung
    Alimi, Adel M.
    Karray, Fakhri
    [J]. ADAPTIVE AND NATURAL COMPUTING ALGORITHMS, PT 1, 2007, 4431 : 240 - +
  • [45] Multi-Objective Integer Programming Approaches for Solving Optimal Feature Selection Problem A New Perspective on Multi-Objective Optimization Problems in SBSE
    Xue, Yinxing
    Li, Yan-Fu
    [J]. PROCEEDINGS 2018 IEEE/ACM 40TH INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING (ICSE), 2018, : 1231 - 1242
  • [46] Multi-objective model for supplier selection and order allocation problem with fuzzy parameters
    Firouzi, Fatemeh
    Jadidi, Omid
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2021, 180
  • [47] Comparing Multi-Objective Local Search Algorithms for the Beam Angle Selection Problem
    Cabrera-Guerrero, Guillermo
    Lagos, Carolina
    [J]. MATHEMATICS, 2022, 10 (01)
  • [48] Cross-entropy based multi-objective uncertain portfolio selection problem
    Kar, Mohuya B.
    Majumder, Saibal
    Kar, Samarjit
    Pal, Tandra
    [J]. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2017, 32 (06) : 4467 - 4483
  • [49] Multiproduct vendor selection with volume discounts as the fuzzy multi-objective programming problem
    Babic, Zoran
    Peric, Tunjo
    [J]. INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2014, 52 (14) : 4315 - 4331
  • [50] A multi-objective fuzzy project selection problem considering social responsibility and risk
    Khalilzadeh, Mohammad
    Salehi, Kayvan
    [J]. CENTERIS 2017 - INTERNATIONAL CONFERENCE ON ENTERPRISE INFORMATION SYSTEMS / PROJMAN 2017 - INTERNATIONAL CONFERENCE ON PROJECT MANAGEMENT / HCIST 2017 - INTERNATIONAL CONFERENCE ON HEALTH AND SOCIAL CARE INFORMATION SYSTEMS AND TECHNOLOGIES, CENTERI, 2017, 121 : 646 - 655