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DOI | 10.1029/2019WR025852 |
A New Multiobjective Simulated Annealing Algorithm-MOSA-GR: Application to the Optimal Design of Water Distribution Networks | |
Cunha, M.; Marques, J. | |
2020-03-01 | |
发表期刊 | WATER RESOURCES RESEARCH
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ISSN | 0043-1397 |
EISSN | 1944-7973 |
出版年 | 2020 |
卷号 | 56期号:3 |
文章类型 | Article |
语种 | 英语 |
国家 | Portugal |
英文摘要 | This paper presents a simulated annealing multiobjective algorithm developed to include novel features for promoting the convergence toward the best Pareto front that shows diversity and uniformity in the distribution of solutions. The new algorithm, MultiObjective Simulated Annealing with new Generation and Reannealing procedures (MOSA-GR), is a trajectory-based algorithm, where, in a first phase, diversified generation strategies are used to define candidate solutions at different stages of the search procedure. In a second phase a reannealing process starting at low temperature is implemented to intensify the search based on the last solutions of the first phase. An extensive comparison with solutions obtained by various multiobjective evolutionary algorithms (MOEAs) described in the literature is provided. Using a limited budget for the number of function evaluations, the results show that MOSA-GR has a very good performance and gives rise to better fronts, even compared with those obtained by merging the results from different MOEAs implemented in similar conditions. |
领域 | 资源环境 |
收录类别 | SCI-E |
WOS记录号 | WOS:000538000800030 |
WOS关键词 | OPTIMIZATION MODEL ; COST DESIGN |
WOS类目 | Environmental Sciences ; Limnology ; Water Resources |
WOS研究方向 | Environmental Sciences & Ecology ; Marine & Freshwater Biology ; Water Resources |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://119.78.100.173/C666/handle/2XK7JSWQ/280604 |
专题 | 资源环境科学 |
作者单位 | Univ Coimbra, Dept Civil Engn, INESC Coimbra Inst Syst Engn & Comp Coimbra, Coimbra, Portugal |
推荐引用方式 GB/T 7714 | Cunha, M.,Marques, J.. A New Multiobjective Simulated Annealing Algorithm-MOSA-GR: Application to the Optimal Design of Water Distribution Networks[J]. WATER RESOURCES RESEARCH,2020,56(3). |
APA | Cunha, M.,&Marques, J..(2020).A New Multiobjective Simulated Annealing Algorithm-MOSA-GR: Application to the Optimal Design of Water Distribution Networks.WATER RESOURCES RESEARCH,56(3). |
MLA | Cunha, M.,et al."A New Multiobjective Simulated Annealing Algorithm-MOSA-GR: Application to the Optimal Design of Water Distribution Networks".WATER RESOURCES RESEARCH 56.3(2020). |
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