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检索条件"主题词=State transition algorithm"
69 条 记 录,以下是11-20 订阅
排序:
Energy Consumption Forecasting for the Nonferrous Metallurgy Industry Using Hybrid Support Vector Regression with an Adaptive state transition algorithm
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COGNITIVE COMPUTATION 2020年 第2期12卷 357-368页
作者: Huang, Zhaoke Yang, Chunhua Zhou, Xiaojun Yang, Shengxiang Cent South Univ Sch Automat Changsha 410083 Peoples R China De Montfort Univ Sch Comp Sci & Informat Leicester Leics England
The nonferrous metallurgy industry is a major energy consumer in China, and accurate energy consumption forecasting for the nonferrous metallurgy industry can help government policymakers with energy planning. For thi... 详细信息
来源: 评论
A Two-stage state transition algorithm for Constrained Engineering Optimization Problems
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INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS 2018年 第2期16卷 522-534页
作者: Han, Jie Yang, Chunhua Zhou, Xiaojun Gui, Weihua Cent S Univ Sch Informat Sci & Engn Changsha 410083 Hunan Peoples R China
In this study, a state transition algorithm (STA) is investigated into constrained engineering design optimization problems. After an analysis of the advantages and disadvantages of two well-known constraint-handling ... 详细信息
来源: 评论
Dynamic optimization based on state transition algorithm for copper removal process
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NEURAL COMPUTING & APPLICATIONS 2019年 第7期31卷 2827-2839页
作者: Huang, Miao Zhou, Xiaojun Huang, Tingwen Yang, Chunhua Gui, Weihua Cent S Univ Sch Informat Sci & Engn Changsha 410083 Hunan Peoples R China Texas A&M Univ Qatar Doha 23874 Qatar
The copper removal process (CRP) is an indispensable step for the purification of zinc sulfate solution by adding powdered zinc to a series of reactors in zinc hydrometallurgy. The selection of optimal amount of zinc ... 详细信息
来源: 评论
Nonlinear system identification and control using state transition algorithm
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APPLIED MATHEMATICS AND COMPUTATION 2014年 226卷 169-179页
作者: Zhou, Xiaojun Yang, Chunhua Gui, Weihua Cent South Univ Sch Informat Sci & Engn Changsha 410083 Peoples R China Univ Ballarat Sch Sci Informat Technol & Engn Ballarat Vic 3353 Australia
By transforming identification and control for nonlinear system into optimization problems, a novel optimization method named state transition algorithm (STA) is introduced to solve the problems. In the proposed STA, ... 详细信息
来源: 评论
A hierarchical evolution of neural architecture search method based on state transition algorithm
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INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS 2023年 第8期14卷 2723-2738页
作者: Du, Yangyi Zhou, Xiaojun Huang, Tingwen Yang, Chunhua Cent South Univ Sch Automat Changsha 410083 Peoples R China Texas A&M Univ Qatar Doha 10587 Qatar
Among different search strategies to realize neural architecture search (NAS), evolutionary algorithms (EAs) have gained much attention due to their global optimization capability. However, the large number of perform... 详细信息
来源: 评论
A novel modularity-based discrete state transition algorithm for community detection in networks
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NEUROCOMPUTING 2019年 334卷 89-99页
作者: Zhou, Xiaojun Yang, Ke Xie, Yongfang Yang, Chunhua Huang, Tingwen Cent South Univ Sch Informat Sci & Engn Changsha 410083 Hunan Peoples R China Texas A&M Univ Qatar Doha 23874 Qatar
Complex network analysis is a hot topic in the data mining area which aims to reveal the hidden information behind a network. As an important tool in complex network analysis, community detection tries to perform a ne... 详细信息
来源: 评论
A new multi-threshold image segmentation approach using state transition algorithm
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APPLIED MATHEMATICAL MODELLING 2017年 44卷 588-601页
作者: Han, Jie Yang, Chunhua Zhou, Xiaojun Gui, Weihua Cent S Univ Sch Informat Sci & Engn Changsha 410083 Hunan Peoples R China
Thresholding plays an important role in image segmentation and image analysis. In this paper, the normalized histogram of an image is fitted by a linear combined normal distribution functions and each normal distribut... 详细信息
来源: 评论
A Hybrid Feature Selection Method Based on Binary state transition algorithm and ReliefF
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IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS 2019年 第5期23卷 1888-1898页
作者: Huang, Zhaoke Yang, Chunhua Zhou, Xiaojun Huang, Tingwen Cent S Univ Sch Informat Sci & Engn Changsha 410083 Hunan Peoples R China Texas A&M Univ Qatar Doha 23874 Qatar
Feature selection problems often appear in the application of data mining, which have been difficult to handle due to the NP-hard property of these problems. In this study, a simple but efficient hybrid feature select... 详细信息
来源: 评论
An Adaptive Dynamic Migration-based Constrained Multiobjective state transition algorithm  39
An Adaptive Dynamic Migration-based Constrained Multiobjecti...
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39th Youth Academic Annual Conference of Chinese-Association-of-Automation (YAC)
作者: Chen, Xiaolong Han, Jie Zhu, Liang Yang, Chunhua Wang, Xiaoli Cent South Univ Sch Automat Changsha Peoples R China
Complex constrained multi-objective optimization problems are often characterized by narrow and disconnected feasible regions, making it challenging to obtain the optimal constrained Pareto front. To improve feasibili... 详细信息
来源: 评论
A matlab toolbox for continuous state transition algorithm  35
A matlab toolbox for continuous state transition algorithm
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35th Chinese Control Conference (CCC)
作者: Zhou, Xiaojun Yang, Chunhua Gui, Weihua Cenral South Univ Sch Informat Sci & Engn Changsha 410083 Hunan Peoples R China
state transition algorithm (STA) has been emerging as a novel stochastic method for global optimization in recent few years. To make better understanding of continuous STA, a matlab toolbox for continuous STA has been... 详细信息
来源: 评论