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
  • [1] Comparison of genetic algorithms and simulated annealing for cost minimization in a multisensor system
    Brooks, RR
    Iyengar, SS
    Rai, S
    OPTICAL ENGINEERING, 1998, 37 (02) : 505 - 516
  • [2] Life Cycle Cost Minimization of a Total Wastewater Treatment Network System
    Lim, Seong-Rin
    Lee, Haewoo
    Park, Jong Moon
    INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 2009, 48 (06) : 2965 - 2971
  • [3] Minimization of OPKFDDs using genetic algorithms
    Jung, M
    Lee, G
    Park, S
    Drechsler, R
    EUROMICRO SYMPOSIUM ON DIGITAL SYSTEMS DESIGN, PROCEEDINGS, 2001, : 72 - 78
  • [4] Cost optimization of the supply chain network using genetic algorithms
    Lau H.C.W.
    Chan T.M.
    Tsui W.T.
    Ho G.T.S.
    IEEE Transactions on Knowledge and Data Engineering, 2019, (01): : 1 - 36
  • [5] Radial Network Reconfiguration and Load Balancing for Loss Minimization using Genetic Algorithms
    Navarro, Bryan B.
    Cruz, Ivan Benedict Nilo C.
    Malquisto, Bienvenido M., Jr.
    TENCON 2012 - 2012 IEEE REGION 10 CONFERENCE: SUSTAINABLE DEVELOPMENT THROUGH HUMANITARIAN TECHNOLOGY, 2012,
  • [6] Energy Cost Minimization of a Compressor Station by Modified Genetic Algorithms
    Zhang, X.
    Wu, C.
    ENGINEERING LETTERS, 2015, 23 (04) : 258 - 268
  • [7] Hard handoff minimization using genetic algorithms
    Chan, TM
    Kwong, S
    Man, KF
    Tang, KS
    SIGNAL PROCESSING, 2002, 82 (08) : 1047 - 1058
  • [9] Cost Optimization of a Localized Irrigation System Using Genetic Algorithms
    Pais, Monica Sakuray
    Ferreira, Julio Cesar
    Teixeira, Marconi Batista
    Yamanaka, Keiji
    Carrijo, Gilberto Arantes
    INTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING - IDEAL 2010, 2010, 6283 : 29 - 36
  • [10] Minimization of voltage sag costs by optimal reconfiguration of distribution network using genetic algorithms
    Bahadoorsingh, Sanjay
    Milanovic, Jovica V.
    Zhang, Yan
    Gupta, C. R.
    Dragovic, Jelena
    IEEE TRANSACTIONS ON POWER DELIVERY, 2007, 22 (04) : 2271 - 2278