Scheduling of Water Distribution System Rehabilitation Using Structured Messy Genetic Algorithms

被引：23
|
作者：
Halhal, Driss [1 ]
Walters, Godfrey A. [2 ]
Savic, Dragan A. [2 ]
Ouazar, Driss [3 ]
机构：
[1] Water & Elect Distribut Co RAID, Tangier, Morocco
[2] Univ Exeter, Sch Engn & Comp Sci, Exeter EX4 4QF, Devon, England
[3] Mohammadia Sch Engineers EMI, Hydraul Syst Anal Lab, Rabat, Morocco
来源：
EVOLUTIONARY COMPUTATION | 1999年 / 7卷 / 03期
关键词：
Water distribution; genetic algorithms; scheduling; multi-objective; optimization; rehabilitation; networks;
D O I：
10.1162/evco.1999.7.3.311
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
A methodology is presented for the optimal design and scheduling of investment for the rehabilitation of water distribution networks. Based on the evolutionary programming technique known as Structured Messy Genetic Algorithms, the methodology utilizes a multi-objective formulation which improves the evolutionary process and provides non-dominated optimal solutions over a range of costs and benefits. The model is applied to an example-a small artificial network of fifteen pipes. The effects on the optimal solutions of varying parameters such as interest rate and inflation rate are also investigated.
引用
收藏
页码：311 / 329
页数：19
相关论文
共 50 条
  • [31] Evolving neuro-controllers for a dynamic system using Structured Genetic Algorithms
    Dasgupta, D
    APPLIED INTELLIGENCE, 1998, 8 (02) : 113 - 121
  • [32] Evolving Neuro-Controllers for a Dynamic System Using Structured Genetic Algorithms
    Dipankar Dasgupta
    Applied Intelligence, 1998, 8 : 113 - 121
  • [33] Transition Coverage Testing for Simulink/Stateflow Models Using Messy Genetic Algorithms
    Oh, Jungsup
    Harman, Mark
    Yoo, Shin
    GECCO-2011: PROCEEDINGS OF THE 13TH ANNUAL GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE, 2011, : 1851 - 1858
  • [34] Toward equity in large-scale network-level pavement maintenance and rehabilitation scheduling using water cycle and genetic algorithms
    Naseri, Hamed
    Fani, Amirhossein
    Golroo, Amir
    INTERNATIONAL JOURNAL OF PAVEMENT ENGINEERING, 2022, 23 (04) : 1095 - 1107
  • [35] Selection and scheduling of rehabilitation alternatives for water distribution systems
    Kleiner, Y
    Adams, BJ
    Rogers, JS
    WATER RESOURCES RESEARCH, 1998, 34 (08) : 2053 - 2061
  • [36] Selection and scheduling of rehabilitation alternatives for water distribution systems
    Institute for Research in Construction, National Research Council of Canada, Ottawa
    ON
    K1A 0R6, Canada
    不详
    ON
    M5S 1A4, Canada
    不详
    ON
    M5S 3G8, Canada
    Water Resour. Res., 8 (2053-2061):
  • [37] Optimal Scheduling of Replacement and Rehabilitation of Water Distribution Systems
    Hong, H. P.
    Allouche, E. N.
    Trivedi, M.
    JOURNAL OF INFRASTRUCTURE SYSTEMS, 2006, 12 (03) : 184 - 191
  • [38] Scheduling job seekers using Genetic Algorithms
    Alfadhli, Hussain M.
    PROCEEDINGS OF 2017 IEEE 2ND INFORMATION TECHNOLOGY, NETWORKING, ELECTRONIC AND AUTOMATION CONTROL CONFERENCE (ITNEC), 2017, : 1043 - 1047
  • [39] Air Cargo Scheduling using Genetic Algorithms
    Fong, Simon
    Da Costa, Miguel Gomes, Jr.
    Khoury, Richard
    2013 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL AND BUSINESS INTELLIGENCE (ISCBI), 2013, : 170 - 173
  • [40] Conference Program Scheduling using Genetic Algorithms
    Deshpande, Rucha
    Pandian, Aishwarya Devi Akila
    Dharmalingam, Vigneshwaran
    PROCEEDINGS OF THE 1ST ACM INTERNATIONAL CONFERENCE ON AI-POWERED SOFTWARE, AIWARE 2024, 2024, : 175 - 177
12345