自动化学报最新文献

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A Particle Swarm Optimization Algorithm with Variable Random Functions and Mutation 一种具有变随机函数和突变的粒子群优化算法
自动化学报 Pub Date : 2014-07-01 DOI: 10.1016/S1874-1029(14)60015-X
Xiao-Jun ZHOU , Chun-Hua YANG , Wei-Hua GUI , Tian-Xue DONG
{"title":"A Particle Swarm Optimization Algorithm with Variable Random Functions and Mutation","authors":"Xiao-Jun ZHOU ,&nbsp;Chun-Hua YANG ,&nbsp;Wei-Hua GUI ,&nbsp;Tian-Xue DONG","doi":"10.1016/S1874-1029(14)60015-X","DOIUrl":"10.1016/S1874-1029(14)60015-X","url":null,"abstract":"<div><p>The convergence analysis of the standard particle swarm optimization (PSO) has shown that the changing of random functions, personal best and group best has the potential to improve the performance of the PSO. In this paper, a novel strategy with variable random functions and polynomial mutation is introduced into the PSO, which is called particle swarm optimization algorithm with variable random functions and mutation (PSO-RM). Random functions are adjusted with the density of the population so as to manipulate the weight of cognition part and social part. Mutation is executed on both personal best particle and group best particle to explore new areas. Experiment results have demonstrated the effectiveness of the strategy.</p></div>","PeriodicalId":35798,"journal":{"name":"自动化学报","volume":"40 7","pages":"Pages 1339-1347"},"PeriodicalIF":0.0,"publicationDate":"2014-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1016/S1874-1029(14)60015-X","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"56927848","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 17
Kernel Distribution Consistency Based Local Domain Adaptation Learning: Kernel Distribution Consistency Based Local Domain Adaptation Learning 基于核分布一致性的局部域适应学习:基于核分布一致性的局部域适应学习
自动化学报 Pub Date : 2014-06-24 DOI: 10.3724/SP.J.1004.2013.01295
Jian-Wen Tao, Shi-tong Wang
{"title":"Kernel Distribution Consistency Based Local Domain Adaptation Learning: Kernel Distribution Consistency Based Local Domain Adaptation Learning","authors":"Jian-Wen Tao, Shi-tong Wang","doi":"10.3724/SP.J.1004.2013.01295","DOIUrl":"https://doi.org/10.3724/SP.J.1004.2013.01295","url":null,"abstract":"In allusion to domain adaptation learning (DAL) problems, this paper proposes a novel so-called kernel distribution consistency based local domain adaptation classifier (KDC-LDAC). Firstly, in some universally reproduced kernel Hilbert space (URKHS), the KDC-LDAC trains a kernel distribution consistency regularized domain adaptation support vector machine (SVM) based on the structure risk minimization model, which extends the formulation of classical SVMs to the domain adaptation learning schema. And secondly, according to the idea of local learning, the proposed method predicts the label of each data point in target domain based on its neighbors and their labels in the URKHS. The last but not least, the KDC-LDACs learning a discriminant function to classify the unseen data in target domain with training data well predicted in the local learning procedure. Experimental results on artificial and real world problems show the advantages or comparable effectiveness of the proposed approach compared to related approaches.","PeriodicalId":35798,"journal":{"name":"自动化学报","volume":"39 1","pages":"1295-1309"},"PeriodicalIF":0.0,"publicationDate":"2014-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70160679","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
A Modified Homotopy Method and H∞ Robust Controller Design: A Modified Homotopy Method and H∞ Robust Controller Design 一种改进的同伦方法与H∞鲁棒控制器设计
自动化学报 Pub Date : 2014-06-24 DOI: 10.3724/SP.J.1004.2013.01374
B. Liu, Jiuqiang Sun, Z. Zhai, Zhuo Li, Chang-hong Wang
{"title":"A Modified Homotopy Method and H∞ Robust Controller Design: A Modified Homotopy Method and H∞ Robust Controller Design","authors":"B. Liu, Jiuqiang Sun, Z. Zhai, Zhuo Li, Chang-hong Wang","doi":"10.3724/SP.J.1004.2013.01374","DOIUrl":"https://doi.org/10.3724/SP.J.1004.2013.01374","url":null,"abstract":"","PeriodicalId":35798,"journal":{"name":"自动化学报","volume":"39 1","pages":"1374-1380"},"PeriodicalIF":0.0,"publicationDate":"2014-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70161101","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
An Image Lossless Compression Algorithm Based on 3-PVLC: An Image Lossless Compression Algorithm Based on 3-PVLC 基于3-PVLC的图像无损压缩算法:基于3-PVLC的图像无损压缩算法
自动化学报 Pub Date : 2014-06-24 DOI: 10.3724/SP.J.1004.2013.01289
Jian Gao, Jun Rao, Rui Sun
{"title":"An Image Lossless Compression Algorithm Based on 3-PVLC: An Image Lossless Compression Algorithm Based on 3-PVLC","authors":"Jian Gao, Jun Rao, Rui Sun","doi":"10.3724/SP.J.1004.2013.01289","DOIUrl":"https://doi.org/10.3724/SP.J.1004.2013.01289","url":null,"abstract":"","PeriodicalId":35798,"journal":{"name":"自动化学报","volume":"39 1","pages":"1289-1294"},"PeriodicalIF":0.0,"publicationDate":"2014-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70160623","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Mean-Square Exponential Input-to-State Stability of Numerical Solutions for Stochastic Control Systems: Mean-Square Exponential Input-to-State Stability of Numerical Solutions for Stochastic Control Systems 随机控制系统数值解的均方指数输入到状态稳定性:随机控制系统数值解的均方指数输入到状态稳定性
自动化学报 Pub Date : 2014-06-24 DOI: 10.3724/SP.J.1004.2013.01360
Qiao Zhu, Jia-Rui Cui, G. Hu
{"title":"Mean-Square Exponential Input-to-State Stability of Numerical Solutions for Stochastic Control Systems: Mean-Square Exponential Input-to-State Stability of Numerical Solutions for Stochastic Control Systems","authors":"Qiao Zhu, Jia-Rui Cui, G. Hu","doi":"10.3724/SP.J.1004.2013.01360","DOIUrl":"https://doi.org/10.3724/SP.J.1004.2013.01360","url":null,"abstract":"","PeriodicalId":35798,"journal":{"name":"自动化学报","volume":"11 1","pages":"1360-1365"},"PeriodicalIF":0.0,"publicationDate":"2014-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70160906","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Robust Approach Based on Photometric Stereo for Surface Reconstruction: A Robust Approach Based on Photometric Stereo for Surface Reconstruction 一种基于光度立体的表面重建鲁棒方法
自动化学报 Pub Date : 2014-06-24 DOI: 10.3724/SP.J.1004.2013.01339
Lun Wu, Yongtian Wang, Yue Liu
{"title":"A Robust Approach Based on Photometric Stereo for Surface Reconstruction: A Robust Approach Based on Photometric Stereo for Surface Reconstruction","authors":"Lun Wu, Yongtian Wang, Yue Liu","doi":"10.3724/SP.J.1004.2013.01339","DOIUrl":"https://doi.org/10.3724/SP.J.1004.2013.01339","url":null,"abstract":"","PeriodicalId":35798,"journal":{"name":"自动化学报","volume":"39 1","pages":"1339-1348"},"PeriodicalIF":0.0,"publicationDate":"2014-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70160799","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Single Image Super-resolution Algorithm Based on Two-stage and Multi-frequency-band Dictionaries: Single Image Super-resolution Algorithm Based on Two-stage and Multi-frequency-band Dictionaries 基于两级多频带字典的单幅图像超分辨率算法:基于两级多频带字典的单幅图像超分辨率算法
自动化学报 Pub Date : 2014-06-24 DOI: 10.3724/SP.J.1004.2013.01310
Qiusheng Lian, Jun-Qin Zhang, Shuzhen Chen
{"title":"Single Image Super-resolution Algorithm Based on Two-stage and Multi-frequency-band Dictionaries: Single Image Super-resolution Algorithm Based on Two-stage and Multi-frequency-band Dictionaries","authors":"Qiusheng Lian, Jun-Qin Zhang, Shuzhen Chen","doi":"10.3724/SP.J.1004.2013.01310","DOIUrl":"https://doi.org/10.3724/SP.J.1004.2013.01310","url":null,"abstract":"","PeriodicalId":35798,"journal":{"name":"自动化学报","volume":"39 1","pages":"1310-1320"},"PeriodicalIF":0.0,"publicationDate":"2014-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70160722","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 5
Strategy of Centralized Optimization and Decentralized Control for Two-layered Predictive Control in Large-scale Industrial Systems: Strategy of Centralized Optimization and Decentralized Control for Two-layered Predictive Control in Large-scale Industrial Systems 大型工业系统两层预测控制的集中优化与分散控制策略大型工业系统两层预测控制的集中优化与分散控制策略
自动化学报 Pub Date : 2014-06-24 DOI: 10.3724/SP.J.1004.2013.01366
T. Zou, Feng Wei, Xiaohang Zhang
{"title":"Strategy of Centralized Optimization and Decentralized Control for Two-layered Predictive Control in Large-scale Industrial Systems: Strategy of Centralized Optimization and Decentralized Control for Two-layered Predictive Control in Large-scale Industrial Systems","authors":"T. Zou, Feng Wei, Xiaohang Zhang","doi":"10.3724/SP.J.1004.2013.01366","DOIUrl":"https://doi.org/10.3724/SP.J.1004.2013.01366","url":null,"abstract":"","PeriodicalId":35798,"journal":{"name":"自动化学报","volume":"39 1","pages":"1366-1373"},"PeriodicalIF":0.0,"publicationDate":"2014-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70161087","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Design and Kinetic Analysis of a Biomimetic Underwater Vehicle with Two Undulating Long-fins: Design and Kinetic Analysis of a Biomimetic Underwater Vehicle with Two Undulating Long-fins 双波动长鳍仿生水下航行器的设计与动力学分析双波动长鳍仿生水下航行器的设计与动力学分析
自动化学报 Pub Date : 2014-06-24 DOI: 10.3724/SP.J.1004.2013.01330
Qingping Wei, Shuo Wang, Xiang Dong, Liuji Shang, Min Tan
{"title":"Design and Kinetic Analysis of a Biomimetic Underwater Vehicle with Two Undulating Long-fins: Design and Kinetic Analysis of a Biomimetic Underwater Vehicle with Two Undulating Long-fins","authors":"Qingping Wei, Shuo Wang, Xiang Dong, Liuji Shang, Min Tan","doi":"10.3724/SP.J.1004.2013.01330","DOIUrl":"https://doi.org/10.3724/SP.J.1004.2013.01330","url":null,"abstract":"","PeriodicalId":35798,"journal":{"name":"自动化学报","volume":"39 1","pages":"1330-1338"},"PeriodicalIF":0.0,"publicationDate":"2014-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70160782","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 8
Autonomous Reconfiguration Control Method for UAV's Formation Based on Nash Bargain: Autonomous Reconfiguration Control Method for UAV's Formation Based on Nash Bargain 基于纳什讨价还价的无人机编队自主重构控制方法基于纳什讨价还价的无人机编队自主重构控制方法
自动化学报 Pub Date : 2014-06-24 DOI: 10.3724/SP.J.1004.2013.01349
Chang-jian Ru, Ruixuan Wei, Jing Dai, D. Shen, Lu Zhang
{"title":"Autonomous Reconfiguration Control Method for UAV's Formation Based on Nash Bargain: Autonomous Reconfiguration Control Method for UAV's Formation Based on Nash Bargain","authors":"Chang-jian Ru, Ruixuan Wei, Jing Dai, D. Shen, Lu Zhang","doi":"10.3724/SP.J.1004.2013.01349","DOIUrl":"https://doi.org/10.3724/SP.J.1004.2013.01349","url":null,"abstract":"","PeriodicalId":35798,"journal":{"name":"自动化学报","volume":"39 1","pages":"1349-1359"},"PeriodicalIF":0.0,"publicationDate":"2014-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70160843","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
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