An Approach for Team Formation Using Modified Grey Wolf Optimizer

被引:1
|
作者
Shingade, Sandip T. [1 ]
Niyogi, Rajdeep [1 ]
机构
[1] Indian Inst Technol Roorkee, Roorkee 247667, Uttar Pradesh, India
关键词
Team formation; GWO; JAYA; IGWO; ALGORITHM;
D O I
10.1007/978-3-031-36805-9_29
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The team formation problem is to find a subset of agents, referred to as a team, from a given set of agents such that the team satisfies some desirable property. The computational complexity of this problem is known to be NP-hard. In this paper, we suggest a modified grey wolf optimization approach to find a team with minimum communication cost. The proposed algorithm is evaluated with two real-world data sets, namely the ACM data set and the Academia Stack exchange data set. The experimental results show that the algorithm outperforms some existing approaches with respect to some parameters.
引用
收藏
页码:440 / 452
页数:13
相关论文
共 50 条
  • [1] A modified variant of grey wolf optimizer
    Singh, N.
    SCIENTIA IRANICA, 2020, 27 (03) : 1450 - 1466
  • [2] A modified variant of grey Wolf optimizer
    Singh N.
    Scientia Iranica, 2020, 27 (3 D) : 1450 - 1466
  • [3] Modified Grey Wolf Optimizer for Global Engineering Optimization
    Mittal, Nitin
    Singh, Urvinder
    Sohi, Balwinder Singh
    APPLIED COMPUTATIONAL INTELLIGENCE AND SOFT COMPUTING, 2016, 2016
  • [4] Grey Wolf Optimizer
    Mirjalili, Seyedali
    Mirjalili, Seyed Mohammad
    Lewis, Andrew
    ADVANCES IN ENGINEERING SOFTWARE, 2014, 69 : 46 - 61
  • [5] A fair and efficient resource sharing scheme using modified grey wolf optimizer
    Avadh Kishor
    Rajdeep Niyogi
    Evolutionary Intelligence, 2022, 15 : 291 - 308
  • [6] A fair and efficient resource sharing scheme using modified grey wolf optimizer
    Kishor, Avadh
    Niyogi, Rajdeep
    EVOLUTIONARY INTELLIGENCE, 2022, 15 (01) : 291 - 308
  • [7] Robust Energy Management for Uncertain Microgrid Using Modified Grey Wolf Optimizer
    Cao, Yuhao
    Chen, Tengpeng
    Sun, Lu
    Sun, Yuhao
    Wei, Zhongbao
    Amaratunga, Gehan A. J.
    PROCEEDINGS OF THE 15TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS (ICIEA 2020), 2020, : 1515 - 1519
  • [8] A Modified Grey Wolf Optimizer Based Data Clustering Algorithm
    Ahmadi, Ramin
    Ekbatanifard, Gholamhossein
    Bayat, Peyman
    APPLIED ARTIFICIAL INTELLIGENCE, 2021, 35 (01) : 63 - 79
  • [9] Disassembly sequence planning based on a modified grey wolf optimizer
    Jin Xie
    Xinyu Li
    Liang Gao
    The International Journal of Advanced Manufacturing Technology, 2021, 116 : 3731 - 3750
  • [10] Disassembly sequence planning based on a modified grey wolf optimizer
    Xie, Jin
    Li, Xinyu
    Gao, Liang
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2021, 116 (11-12): : 3731 - 3750