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检索条件"主题词=many-objective evolutionary algorithms"
20 条 记 录,以下是1-10 订阅
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Design and optimization of diffraction-limited storage ring lattices based on many-objective evolutionary algorithms
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Nuclear Science and Techniques 2023年 第10期34卷 20-35页
作者: He-Xing Yin Jia-Bao Guan Shun-Qiang Tian Ji-Ke Wang The Institute for Advanced Studies Wuhan UniversityWuhan 430072China Shanghai Advanced Research Institute Chinese Academy of SciencesShanghai 201210China
Multi-objective evolutionary algorithms(MOEAs) are typically used to optimize two or three objectives in the accelerator field and perform well. However, the performance of these algorithms may severely deteriorate wh... 详细信息
来源: 评论
Comparison of many-objective evolutionary algorithms using performance metrics ensemble
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ADVANCES IN ENGINEERING SOFTWARE 2014年 76卷 1-8页
作者: He, Z. Yen, G. G. Oklahoma State Univ Sch Elect & Comp Engn Stillwater OK 74078 USA
In this study, we have thoroughly researched on performance of six state-of-the-art Multiobjective evolutionary algorithms (MOEAs) under a number of carefully crafted many-objective optimization benchmark problems. Ea... 详细信息
来源: 评论
A comparative study of many-objective evolutionary algorithms for the discovery of software architectures
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EMPIRICAL SOFTWARE ENGINEERING 2016年 第6期21卷 2546-2600页
作者: Ramirez, Aurora Raul Romero, Jose Ventura, Sebastian Univ Cordoba Dept Comp Sci & Numer Anal Cordoba 14071 Spain
During the design of complex systems, software architects have to deal with a tangle of abstract artefacts, measures and ideas to discover the most fitting underlying architecture. A common way to structure such compl... 详细信息
来源: 评论
ESOEA: Ensemble of single objective evolutionary algorithms for many-objective optimization
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SWARM AND evolutionary COMPUTATION 2019年 50卷 100511-000页
作者: Pal, Monalisa Bandyopadhyay, Sanghamitra Indian Stat Inst Machine Intelligence Unit 203 Barrackpore Trunk Rd Kolkata 700108 India
Inspired by the success of decomposition based evolutionary algorithms and the necessary search for a versatile many-objective optimization algorithm which is adaptive to several kinds of characteristics of the search... 详细信息
来源: 评论
An overview on evolutionary algorithms for many-objective optimization problems
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WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY 2019年 第1期9卷 e1267页
作者: von Lucken, Christian Brizuela, Carlos Baran, Benjamin Univ Nacl Asunc Fac Politecn San Lorenzo Paraguay CICESE Res Ctr Div Appl Phys Dept Comp Sci Ensenada Baja California Mexico
Multiobjective evolutionary algorithms (MOEAs) effectively solve several complex optimization problems with two or three objectives. However, when they are applied to many-objective optimization, that is, when more th... 详细信息
来源: 评论
A modified two-archive evolutionary algorithm for many-objective ecological cascade reservoir operation
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INTERNATIONAL JOURNAL OF BIO-INSPIRED COMPUTATION 2024年 第4期24卷 223页
作者: Wei, Zichen Wang, Hui Liao, Futao Wang, Shuai Nanchang Inst Technol Sch Informat Engn Nanchang 330099 Peoples R China
many-objective optimisation problems (MaOPs) widely exist in real-world applications. Though two-archive2 evolutionary algorithm (Two Arch2) showed good performance in solving MaOPs, its performance highly depends on ... 详细信息
来源: 评论
A two-stage many-objective evolutionary algorithm with dynamic generalized Pareto dominance
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INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS 2022年 第11期37卷 9833-9862页
作者: Wang, Hui Wei, Zichen Yu, Gan Wang, Shuai Wu, Jiali Liu, Jiawen Nanchang Inst Technol Sch Informat Engn Nanchang Jiangxi Peoples R China Fuyang Normal Univ Sch Informat Engn Fuyang Peoples R China
many-objective evolutionary algorithms (MaOEAs) are widely used to solve many-objective optimization problems. As the number of objectives increases, it is difficult to achieve a balance between the population diversi... 详细信息
来源: 评论
evolutionary composition of QoS-aware web services: A many-objective perspective
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EXPERT SYSTEMS WITH APPLICATIONS 2017年 72卷 357-370页
作者: Ramirez, Aurora Antonio Parejo, Jose Raul Romero, Jose Segura, Sergio Ruiz-Cortes, Antonio Univ Cordoba Dept Comp Sci & Numer Anal Campus Rabanales E-14071 Cordoba Spain Univ Seville Dept Comp Languages & Syst ETSII Avda Reina Mercedes S-N E-41012 Seville Spain
Web service based applications often invoke services provided by third-parties in their workflow. The Quality of Service (QoS) provided by the invoked supplier can be expressed in terms of the Service Level Agreement ... 详细信息
来源: 评论
A multistage evolutionary algorithm for many-objective optimization
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INFORMATION SCIENCES 2022年 589卷 531-549页
作者: Shen, Jiangtao Wang, Peng Dong, Huachao Li, Jinglu Wang, Wenxin Northwestern Polytech Univ Sch Marine Sci & Technol Xian 710072 Peoples R China
Convergence and diversity are of high significance to many-objective optimization, which are considered by most state-of-the-art many-objective evolutionary algorithms (MaOEAs) simultaneously. However, it is not easy ... 详细信息
来源: 评论
The charging station and swapping station site selection with many-objective evolutionary algorithm
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APPLIED INTELLIGENCE 2023年 第14期53卷 18041-18060页
作者: He, Yongqiang Zhang, Yanjun Fan, Tian Cai, Xingjuan Xu, Yubin Taiyuan Univ Sci & Technol Sch Comp Sci & Technol Taiyuan Peoples R China
The battery swap mode is a novel way of energy supplement for electric vehicles. Inevitably, there are some business transactions between battery swapping station (BSS) and battery centralized charging station (BCCS) ... 详细信息
来源: 评论