A tabu search algorithm for optimization of gas distribution networks

被引:0
|
作者
de Melo Duarte, Herbert [1 ]
Goldbarg, Elizabeth F. Gouvea [1 ]
Goldbarg, Marco Cesar [1 ]
机构
[1] Univ Fed Rio Grande Norte, Dep Informat & Matemat Aplicada, BR-59072970 Natal, RN, Brazil
关键词
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
In this paper a tabu search algorithm is proposed for the optimization of constrained gas distribution networks. The problem consists in finding the least cost combination of diameters, from a discrete set of commercially available ones, for the pipes of a given gas network, satisfying the constraints related to minimum pressure requirements and upstream pipe conditions. Since this is a nonlinear mixed integer problem, metaheuristic approaches seem to be more suitable and to provide better results than classical optimization methods. In this work, a tabu search heuristics is applied to the problem and the results of the proposed algorithm are compared with the results of a genetic algorithm and two other versions of tabu search algorithms. The results are very promising, regarding both quality of solutions and computational time.
引用
收藏
页码:37 / 48
页数:12
相关论文
共 50 条
  • [21] Tabu search algorithm optimization for workflow resource allocation
    Pan, Mao-Lin
    Yu, Yang
    Li, Xu-Guang
    Jisuanji Jicheng Zhizao Xitong/Computer Integrated Manufacturing Systems, CIMS, 2011, 17 (08): : 1677 - 1685
  • [22] A tabu search Hooke and Jeeves algorithm for unconstrained optimization
    AlSultan, KS
    AlFawzan, MA
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1997, 103 (01) : 198 - 208
  • [23] Ant Colony Optimization Routing Algorithm with Tabu Search
    Yoshikawa, Masaya
    Otani, Kazuo
    INTERNATIONAL MULTICONFERENCE OF ENGINEERS AND COMPUTER SCIENTISTS (IMECS 2010), VOLS I-III, 2010, : 2104 - 2107
  • [24] Tabu Search optimization of optical ring transport networks
    Morley, GD
    Grover, WD
    GLOBECOM '01: IEEE GLOBAL TELECOMMUNICATIONS CONFERENCE, VOLS 1-6, 2001, : 2160 - 2164
  • [25] Simulated annealing and tabu search for optimization of neural networks
    Yamazaki, A
    Ludermir, TB
    de Souto, MCP
    BETWEEN DATA SCIENCE AND APPLIED DATA ANALYSIS, 2003, : 510 - 518
  • [26] Bandwidth Optimization through Dynamic Routing in ATM Networks: Genetic Algorithm & Tabu Search Approach
    Routray, Susmi
    Sherry, A. M.
    Reddy, B. V. R.
    PROCEEDINGS OF WORLD ACADEMY OF SCIENCE, ENGINEERING AND TECHNOLOGY, VOL 12, 2006, 12 : 171 - +
  • [27] A tabu search algorithm for distribution network optimization with discrete split deliveries and soft time windows
    Xia, Yangkun
    Fu, Zhuo
    CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS, 2019, 22 (Suppl 6): : 15447 - 15457
  • [28] A tabu search algorithm for distribution network optimization with discrete split deliveries and soft time windows
    Yangkun Xia
    Zhuo Fu
    Cluster Computing, 2019, 22 : 15447 - 15457
  • [29] Location optimization of switch apparatus in radiation electrical distribution network using a TABU search algorithm
    Shi, WR
    Lin, YH
    Yang, SX
    DYNAMICS OF CONTINUOUS DISCRETE AND IMPULSIVE SYSTEMS-SERIES B-APPLICATIONS & ALGORITHMS, 2005, 2 : 509 - 512
  • [30] Targeted path search algorithm for optimization of water distribution networks
    Manolis, Antonios
    Sidiropoulos, Epaminondas
    Evangelides, Christos
    URBAN WATER JOURNAL, 2021, 18 (03) : 195 - 207