Optimisation of gravity-fed water distribution network design: A critical review

被引:51
|
作者
De Corte, Annelies [1 ]
Soerensen, Kenneth [1 ]
机构
[1] Univ Antwerp, Operat Res Grp, ANT OR, B-2000 Antwerp, Belgium
关键词
Combinatorial optimisation; Water distribution network design (WDND); Metaheuristics; ANT COLONY OPTIMIZATION; LEAST-COST DESIGN; TABU SEARCH; GENETIC ALGORITHMS; DRINKING-WATER; HARMONY SEARCH; EFFICIENT; SYSTEMS;
D O I
10.1016/j.ejor.2012.11.046
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
This paper surveys the literature on the optimisation of water distribution network design. The water distribution network design (WDND) optimisation problem entails finding the material and diameter of each pipe in the network so that the total cost of the network is minimised without violating any hydraulic constraints. This is a difficult combinatorial optimisation problem, in which decision variables are discrete and both cost function and constraints are non-linear. Over the past 30 years, a large number of methods, especially in the field of (meta) heuristics, have been developed to solve this problem, most of which obtain good results on the available benchmark networks. In addition to outlining the basic features of each method, a detailed computational comparison is presented. Based on this comparison, some issues with the current state of the art in this domain are discussed, and some future research directions are suggested. Additionally, the need for an adequate set of benchmark instances is motivated, and the minimal requirements for an instance set generator are discussed. (C) 2012 Elsevier B.V. All rights reserved.
引用
收藏
页码:1 / 10
页数:10
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