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《Engineering Journal of Wuhan University》 2017-02
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Improvement of wolf pack search algorithm and its application to optimal operation of reservoirs

WANG Jianqun;JIAO Yu;College of Hydrology and Water Resources,Hohai University;  
In order to more effectively applying the wolf pack algorithm to optimal operation of reservoirs,the improvement of the wolf pack search algorithm(WPA)is studied.To overcome defects of WPA such as overemphasis of the individual independence,failing to share information among groups and learn individual historical experience,the call raid operator and the siege prey operator are improved;and a new wolf pack search algorithm(NWPA)is proposed.Simulation experiments based on the benchmark functions and the example of the reservoir optimal operation are carried out to test the comprehensive performance of the NWPA compared with the particle swarm optimization algorithm(PSO)and WPA.The effective range of the critical parameters of NWPA are studied with the simulation experiments.The results show that the searching ability and convergence speed of NWPA has an obvious improvement compared with PSO and WPA.The effective value range and the recommended value of the parameters are given;and the parameter value basis is provided for the application of NWPA to the optimal operation of reservoirs.
【Fund】: 国家重点研发计划课题(编号:2016YFC0400909);; 国家自然科学基金项目(编号:41371047)
【CateGory Index】: TV697.1;TP18
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Chinese Journal Full-text Database 10 Hits
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2 ZHANG Chao;LI Zhe-min;DONG Xiao-xia;PENG Chun-yan;Agricultural Information Institute,Chinese Academy of Agricultural Sciences;Key Laboratory of Digital Agricultural Early-Warning Technology,Ministry of Agriculture;Chinese Academy of Science and Technology for Development;;Analysis on Agricultural Development Level of BRICS——Comparative Study Based on Entropy Weight Method and Variation Coefficient Method[J];科技与经济;2014-06
3 YI Ting-hua;WANG Chuan-wei;LI Hong-nan;School of Civil Engineering,Faculty of Infrastructure Engineering,Dalian University of Technology;;Optimal triaxial sensor placement using distributed wolf algorithm[J];振动工程学报;2014-05
4 YI Tinghua;WANG Chuanwei;LI Hongnan;School of Civil Engineering,Faculty of Infrastructure Engineering,Dalian University of Technology;;Hierarchic wolf algorithm for optimal triaxial sensor placement[J];建筑结构学报;2014-04
5 QIN Quande;CHENG Shi;LI Li;SHI Yuhui;Department of Management Science,Shenzhen University;Division of Computer Science,The University of Nottingham Ningbo;Department of Electrical and Electronics Engineering,Xi'an Jiaotong-Liverpool University;;Artificial bee colony algorithm:a survey[J];智能系统学报;2014-02
6 WU Hu-sheng;ZHANG Feng-ming;WU Lu-shan;Materiel Management and Safety Engineering College,Air Force Engineering University;Materiel Engineering College,Armed Police Force Engineering University;College of Electronic and Electrical Engineering,Shanghai University of Engineering Science;;New swarm intelligence algorithm——wolf pack algorithm[J];系统工程与电子技术;2013-11
7 ZHOU Qiang,ZHOU Yong-quan(College of Information Science & Engineering,Guangxi University for Nationalities,Nanning 530006,China);Wolf colony search algorithm based on leader strategy[J];计算机应用研究;2013-09
8 LIU Chang-ping1,2,YE Chun-ming1(1.Management School,University of Shanghai for Science & Technology,Shanghai 200093,China;2.Huaiyin Institute of Technology,Huaian Jiangsu 223001,China);Novel bioinspired swarm intelligence optimization algorithm: firefly algorithm[J];计算机应用研究;2011-09
9 PENG Yong,TANG Guo-lei,XUE Zhi-chun (Hydraulic Engineering Institute,Dalian University of Technology,Dalian 116023,China);Optimal operation of cascade reservoirs based on improved artificial fish swarm algorithm[J];系统工程理论与实践;2011-06
10 HUANG Shao-rong(Department of Information Management,Guangdong Justice Police Vocational College,Guangzhou 510520,China);Survey of particle swarm optimization algorithm[J];计算机工程与设计;2009-08
Chinese Journal Full-text Database 10 Hits
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2 YU Ling-jie;ZHANG Ling-bo;GU Xing-sheng;Key Laboratory of Advanced Control and Optimization for Chemical Processes,Ministry of Education,East China University of Science and Technology;;Mechanism Modeling and Parameter Estimation of Conversion Rate in Methanol Synthesis Tower Based on Improved Wolf Pack Algorithm[J];华东理工大学学报(自然科学版);2017-06
3 ZHANG Wei-wei;LIU Yong-jin;PENG Jun-jun;College of Computer,Shenyang Aerospace University;College of Science,Shenyang Aerospace University;;Improved bird swarm algorithm for parameters selection of SVM[J];计算机工程与设计;2017-12
4 SHEN Yan-xia;CHEN Jie;WU Ding-hui;Research Center of Engineering Applications for IOT,Jiangnan University;;A multi-objective artificial bee colony based on evolutionary knowledge integrated[J];控制与决策;2017-12
5 CHENG Shuli;WANG Liejun;QIN Jiwei;DU Anyu;College of Information Science and Engineering, Xinjiang University;College of Software, Xinjiang University;Network and Information Technology Center, Xinjiang University;;Image segmentation algorithm based on fusion of group intelligent algorithm optimized OTSU-entropy and pulse coupled neural network[J];计算机应用;2017-12
6 ZHANG Yongyong;PENG Shaoming;BAI Haitao;Yellow River Engineering Consulting Co.,Ltd.;Yellow River Zhongmu Bureau;;Optimal Control of Drought Limit Water Level Base on Improved Artificial Fish Swarm Algorithm[J];人民黄河;2017-11
7 QIN Yusen;HU Ling;QING Zhiming;FENG Yi'na;Nan'an Power Supply Branch Company,Chongqing Electric Power Company,State Grid of China;Yudian Supervision Company,Chongqing Electric Power Company,State Grid of China;Training Center of Skills,Chongqing Electric Power Company,State Grid of China;;Researches on the Grid Node Numbering Optimization Based on the Firefly Algorithm[J];重庆理工大学学报(自然科学);2017-11
8 LIN Qing;WANG Xin;School of Computer Science and Telecommunication Engineering,Jiangsu University;;Improved particle filter algorithm based target tracking[J];信息技术;2017-10
9 YE Yong;ZHANG Hui-zhen;School of Management,University of Shanghai for Science and Technology;;Wolf Pack Algorithm for Solving Vehicle Routing Problem with Time Windows[J];公路交通科技;2017-10
10 HE Siyun;GAO Jianling;CHEN Lan;College of Big Data and Information Engineering,Guizhou University;Archive of Guizhou University;;k-Means Clustering Algorithm Based on Improved Artificial Bee Colony Algorithm[J];贵州大学学报(自然科学版);2017-05
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 YU Ge;LI Zhe-min;ZHANG Chao;DONG Xiao-xia;Foreign Economic Cooperation Center,Ministry of Agriculture;Agricultural Information Institute of Chinese Academy of Agricultural Sciences/Key Laboratory of Agri-information Service Technology,Ministry of Agriculture/Key Laboratory of Digital Agricultural Early-warning Technology,Ministry of Agriculture;;Situation of disaster prevention and mitigation of Chinese coastal fishery and research direction of the disaster alleviation[J];中国渔业经济;2013-04
2 ZHOU Qiang,ZHOU Yong-quan(College of Information Science & Engineering,Guangxi University for Nationalities,Nanning 530006,China);Wolf colony search algorithm based on leader strategy[J];计算机应用研究;2013-09
3 YI Ting-hua*,ZHANG Xu-dong,LI Hong-nan(School of Civil Engineering,Faculty of Infrastructure Engineering,Dalian University of Technology,Dalian 116023,China);Research on optimal sensor placement based on improved monkey algorithm[J];计算力学学报;2013-02
4 Liu Haiqing Fang jia(1 Institute of Scientific and Technical Information,CATAS,Danzhou,Hainan 571737; 2 Institute of Tropical Agricultural Economics,CATAS,Danzhou,Hainan 571737);Evaluation of Tropical Agricultural Modernization Development Level in Hainan Province[J];热带农业科学;2013-01
5 Zhang Xihua,Yang Wanjiang2,He Jie1(Zhejiang Economic and Trade Polytechnic,Hangzhou 310018,China);Analysis of County Agriculture Development Level in The Process of Agricultural Modernization——Survey Data of 327 County Areas in 5 Provinces at The Eastern Coastal Regions[J];科技通报;2013-01
6 WANG Ling,ZHOU Gang,XU Ye,WANG Sheng-yao(Department of Automation,Tsinghua University,Beijing 100084,China);An artificial bee colony algorithm for solving hybrid flow-shop scheduling problem with unrelated parallel machines[J];控制理论与应用;2012-12
7 HUANG Ling-ling,LIU San-yang,GAO Wei-feng(Department of Applied Mathematics,Xidian University,Xi’an 710071,China.);Differential evolution with the search strategy of artificial bee colony algorithm[J];控制与决策;2012-11
8 Wang Guomin / Lu Tingting;Quantitative Evaluation and Empirical Analysis about Agricultural Modernization Development in Eastern China[J];上海行政学院学报;2012-06
9 LI Jun-Hua,LI Ming ( Key Laboratory of Nondestructive Testing of Ministry of Education,Nanchang Hangkong University,Nanchang 330063);Convergence Analysis and Convergence Rate Estimate of Cellular Genetic Algorithms[J];模式识别与人工智能;2012-05
10 Wu Jianhui1,2,Zhang Jing1,2,Li Renfa2,and Liu Zhaohua1 1(College of Electrical and Information Engineering,Hunan University,Changsha 410082) 2(College of Information Science and Engineering,Hunan University,Changsha 410082);A Multi-Subpopulation PSO Immune Algorithm and Its Application on Function Optimization[J];计算机研究与发展;2012-09
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