Genetic Algorithm Based Combinatorial Optimization for the Optimal Design of Water Distribution Network of Gurudeniya Service Zone, Sri Lanka

被引：0
|
作者：
Senavirathna, K. H. M. R. N. [1 ]
Walgampaya, C. K. [1 ]
机构：
[1] Univ Peradeniya, Fac Engn, Dept Engn Math, Peradeniya, Sri Lanka
来源：
ENGINEER-JOURNAL OF THE INSTITUTION OF ENGINEERS SRI LANKA | 2023年 / 56卷 / 04期
关键词：
Genetic algorithm; Combinatorial optimization; Fuzzy set; Water distribution network; MODEL;
D O I：
10.4038/engineer.v56i4.7621
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
This paper brings an in-detail Genetic Algorithm (GA) based combinatorial optimization method used for the optimal design of the water distribution network (WDN) of Gurudeniya Service Zone, Sri Lanka. GAmimics the survival of the fittest principle of nature to develop a search process. Methodology employs fuzzy combinations of pipe diameters to check their suitability to be considered as the cost-effective optimal design solutions. Furthermore, the hydraulic constraints were implicitly evaluated within the GA itself in its aim for reaching the global optimum solution. Upon analysis, the results of GA approach delivered satisfactory design outputs.
引用
收藏
页码：47 / 55
页数：9
相关论文
共 50 条
  • [11] Optimal service station design for traffic mitigation via genetic algorithm and neural network <
    Cenedese, Carlo
    Cucuzzella, Michele
    Ramusino, Adriano Cotta
    Spalenza, Davide
    Lygeros, John
    Ferrara, Antonella
    IFAC PAPERSONLINE, 2023, 56 (02): : 1528 - 1533
  • [12] Optimization of Distribution Network with Distributed Generation Based on an Improved Genetic Algorithm
    Sun, Xiaoyu
    Liu, Jinsong
    Sun, Xin
    Hu, Jingwei
    INTERNATIONAL JOURNAL OF GRID AND DISTRIBUTED COMPUTING, 2016, 9 (01): : 105 - 115
  • [13] Optimization Design of Pump Motor based on Genetic Algorithm and Neural Network
    Zhou, Rui
    Li, Guoli
    Ju, Lufeng
    PROCEEDINGS OF THE 2016 IEEE 11TH CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS (ICIEA), 2016, : 38 - 42
  • [14] Pipe Smoothing Genetic Algorithm for Least Cost Water Distribution Network Design
    Johns, Matthew B.
    Keedwell, Edward
    Savic, Dragan
    GECCO'13: PROCEEDINGS OF THE 2013 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE, 2013, : 1309 - 1316
  • [15] Research on Optimal Load Shedding for Active Distribution Network Based on Genetic Algorithm
    Yang Fan
    Xin Zi
    Liu Jun
    Lu Bingbing
    PROCEEDINGS OF 2017 2ND INTERNATIONAL CONFERENCE ON POWER AND RENEWABLE ENERGY (ICPRE), 2017, : 510 - 514
  • [16] Optimization of fire sprinkler design for uniform water flux distribution using a micro-genetic algorithm
    Kim, Taehoon
    FIRE SAFETY JOURNAL, 2024, 144
  • [17] Optimal Design of Water Distribution Network Using Improved Artificial Bee Colony Algorithm
    Mohammad Reza Najarzadegan
    Ramtin Moeini
    Iranian Journal of Science and Technology, Transactions of Civil Engineering, 2023, 47 : 3123 - 3136
  • [18] Optimal Design of Water Distribution Network Using Improved Artificial Bee Colony Algorithm
    Najarzadegan, Mohammad Reza
    Moeini, Ramtin
    IRANIAN JOURNAL OF SCIENCE AND TECHNOLOGY-TRANSACTIONS OF CIVIL ENGINEERING, 2023, 47 (05) : 3123 - 3136
  • [19] A Hybrid Water Distribution Networks Design Optimization Method Based on a Search Space Reduction Approach and a Genetic Algorithm
    Reca, Juan
    Martinez, Juan
    Lopez, Rafael
    WATER, 2017, 9 (11)
  • [20] Fuzzy optimization based Water Distribution Network design using Self-Adaptive Cuckoo Search Algorithm
    Vasan, A.
    Raju, K. Srinivasa
    Pankaj, B. Sriman
    WATER SUPPLY, 2022, 22 (03) : 3178 - 3194
12345