Firefly algorithm in optimization of queueing systems

被引:40
|
作者
Kwiecien, J. [1 ]
Filipowicz, B. [1 ]
机构
[1] AGH Univ Sci & Technol, Dept Automat, PL-30059 Krakow, Poland
关键词
queueing systems; firefly algorithm;
D O I
10.2478/v10175-012-0049-y
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Queueing theory provides methods for analysis of complex service systems in computer systems, communications, transportation networks and manufacturing. It incorporates Markovian systems with exponential service times and a Poisson arrival process. Two queueing systems with losses are also briefly characterized. The article describes firefly algorithm, which is successfully used for optimization of these queueing systems. The results of experiments performed for selected queueing systems have been also presented.
引用
收藏
页码:363 / 368
页数:6
相关论文
共 50 条
  • [21] Optimization of Tour Scheduling Using Firefly Algorithm
    Saifullah, Akhmad
    Baizal, Z. K. A.
    Gunawan, P. H.
    [J]. 2019 7TH INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY (ICOICT), 2019, : 372 - 377
  • [22] A novel firefly algorithm for portfolio optimization problem
    Wang, Jing
    [J]. IAENG International Journal of Applied Mathematics, 2019, 49 (01)
  • [23] A Novel Quantum Firefly Algorithm for Global Optimization
    Farouq Zitouni
    Saad Harous
    Ramdane Maamri
    [J]. Arabian Journal for Science and Engineering, 2021, 46 : 8741 - 8759
  • [24] A New Hybrid Firefly Algorithm for Foundation Optimization
    Khajehzadeh, Mohammad
    Taha, Mohd Raihan
    Eslami, Mahdiyeh
    [J]. NATIONAL ACADEMY SCIENCE LETTERS-INDIA, 2013, 36 (03): : 279 - 288
  • [25] Reactive Power Optimization Using Firefly Algorithm
    Kannan, G.
    Subramanian, D. Padma
    Shankar, R. T. Udaya
    [J]. POWER ELECTRONICS AND RENEWABLE ENERGY SYSTEMS, 2015, 326 : 83 - 90
  • [26] A modified firefly algorithm for global minimum optimization
    Yelghi, Aref
    Kose, Cemal
    [J]. APPLIED SOFT COMPUTING, 2018, 62 : 29 - 44
  • [27] A Hybrid Firefly Algorithm for Continuous Optimization Problems
    Wang, Wenjun
    Wang, Hui
    Sun, Hui
    Yu, Xiang
    Zhao, Jia
    Wang, Yun
    Zhang, Yunhui
    Zheng, Jinyong
    Lu, Yueping
    Chen, Qianya
    Han, Chuanbo
    Xie, Haoping
    [J]. CLOUD COMPUTING AND SECURITY, ICCCS 2016, PT II, 2016, 10040 : 522 - 531
  • [28] Enhanced Firefly Algorithm for Constrained Numerical Optimization
    Strumberger, Ivana
    Bacanin, Nebojsa
    Tuba, Milan
    [J]. 2017 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC), 2017, : 2120 - 2127
  • [29] Firefly Algorithm for Discrete Optimization Problems: A Survey
    Tilahun, Surafel Luleseged
    Ngnotchouye, Jean Medard T.
    [J]. KSCE JOURNAL OF CIVIL ENGINEERING, 2017, 21 (02) : 535 - 545
  • [30] A Novel Hybrid Firefly Algorithm for Global Optimization
    Zhang, Lina
    Liu, Liqiang
    Yang, Xin-She
    Dai, Yuntao
    [J]. PLOS ONE, 2016, 11 (09):