An improved decomposition-based heuristic to design a water distribution network for an irrigation system

被引:1
作者
Graça Marques Gonçalves
Luís Gouveia
Margarida Vaz Pato
机构
[1] Universidade Nova de Lisboa,Departamento de Matemática, Faculdade de Ciências e Tecnologia
[2] Universidade de Lisboa,Centro de Investigação Operacional, Faculdade de Ciências
[3] Universidade de Lisboa,Departamento de Estatística e Investigação Operacional, Faculdade de Ciências
[4] Universidade Técnica de Lisboa,Departamento de Matemática, Instituto Superior de Economia e Gestão
来源
Annals of Operations Research | 2014年 / 219卷
关键词
Pressurized water distribution network design problem; Mixed binary nonlinear programming problem; Linearization; Heuristics;
D O I
暂无
中图分类号
学科分类号
摘要
In this paper the authors address a pressurized water distribution network design problem for irrigation purposes. Two mixed binary nonlinear programming models are proposed for this NP-hard problem. Furthermore, a heuristic algorithm is presented for the problem, which considers a decomposition sequential scheme, based on linearization of the second model, coupled with constructive and local search procedures designed to achieve improved feasible solutions. To evaluate the robustness of the method we tested it on several instances generated from a real application. The best solutions obtained are finally compared with solutions provided by standard software. These computational experiments enable the authors to conclude that the decomposition sequential heuristic is a good approach to this difficult real problem.
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页码:141 / 167
页数:26
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