Total system cost minimization in CDMA PCS network using hierarchical genetic algorithms

被引:0
|
作者
Chan, TM [1 ]
Kwong, S [1 ]
Man, KF [1 ]
Tang, KS [1 ]
机构
[1] City Univ Hong Kong, Kowloon, Hong Kong, Peoples R China
关键词
Code Division Multiple Access (CDMA); Personal Communication Services; Hierarchical Genetic Algorithms;
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
This paper deals with the minimization of the total system cost in the PCS network using CDMA cellular system standard. The total system cost includes the installation costs of Base Stations (BSs), Base Station Controllers (BSCs) and PCS Exchanges (PCXs), the weighted-distance connection costs between BSs and BSCs and between BSCs and PCXs and the hard handoff cost. Our objective is to keep each of these costs as a minimum with guaranteed service performance. However, there exists tradeoff property between these costs. Therefore, we use an efficient and effective searching technique, Hierarchical Genetic Algorithms (HGA), which has the ability to handle multiobjective functions and various constraints and find multiple different solutions for decision making.
引用
收藏
页码:7 / 12
页数:4
相关论文
共 50 条
  • [31] Hierarchical riliability optimization using competent genetic algorithms
    Kumar, Ranjan
    Izui, Kazuhiro
    Yoshimura, Masataka
    Nishiwaki, Shinji
    CJK-OSM 4: The Fourth China-Japan-Korea Joint Symposium on Optimization of Structural and Mechanical Systems, 2006, : 341 - 346
  • [32] Hierarchical classification of bank checks using genetic algorithms
    Elnemr, HA
    Rashwan, M
    Elsherif, MS
    Hussien, A
    ISPA 2003: PROCEEDINGS OF THE 3RD INTERNATIONAL SYMPOSIUM ON IMAGE AND SIGNAL PROCESSING AND ANALYSIS, PTS 1 AND 2, 2003, : 770 - 773
  • [33] Optimal modular redundancy using hierarchical genetic algorithms
    Kumar, Ranjan
    Izui, Kazuhiro
    Yoshimura, Masataka
    Nishiwaki, Shinji
    ANNUAL RELIABILITY AND MAINTAINABILITY SYMPOSIUM, 2007 PROCEEDINGS, 2006, : 398 - +
  • [34] A novel clustering approach using hierarchical genetic algorithms
    Lai, CC
    INTELLIGENT AUTOMATION AND SOFT COMPUTING, 2005, 11 (03): : 143 - 153
  • [35] Grade of service balancing for originating and handoff calls and system cost minimization using genetic algorithm
    Fakoorian, S. Ali. A.
    Taheri, Hassan
    2006 2ND CONFERENCE ON NEXT GENERATION INTERNET DESIGN AND ENGINEERING, 2006, : 80 - +
  • [36] Cost Minimization of a Hot Water Loop System Network.
    Krope, Jurij
    Butinar, Branko
    Strojniski Vestnik/Journal of Mechanical Engineering, 1984, 30 (11-12): : 271 - 274
  • [37] Minimization of total manufacturing cost of a knuckle joint assembly by means of optimal tolerance allocation using various optimization algorithms
    Dharmaraj, Vignesh Kumar
    Durairaj, Ravindran
    Lenin, Nagarajan
    Kumar, Mahalingam Siva
    Decruz, Arul Marcel Moshi Antony Joseph
    PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART D-JOURNAL OF AUTOMOBILE ENGINEERING, 2023, 237 (04) : 816 - 838
  • [38] Towards System Cost Minimization in Cloud Radio Access Network
    Tang, Jianhua
    Tay, Wee Peng
    Quek, Tony Q. S.
    Liang, Ben
    2015 49TH ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS AND COMPUTERS, 2015, : 1460 - 1464
  • [39] Comparative study of the Genetic Algorithms and Hessians Method for Minimization of the Electric Power Production Cost
    Abdelmalek, L.
    Zerikat, M.
    Rahli, M.
    PROCEEDINGS OF WORLD ACADEMY OF SCIENCE, ENGINEERING AND TECHNOLOGY, VOL 23, 2007, 23 : 412 - 419
  • [40] Cost minimization for radial distribution feeder using genetic algorithm
    Surana, S.L.
    Maheshwari, R.P.
    Journal of the Institution of Engineers (India): Electrical Engineering Division, 2002, 82 (MAR): : 297 - 303