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检索条件"主题词=whale optimization algorithm"
1218 条 记 录,以下是421-430 订阅
排序:
The whale optimization algorithm for Hyperparameter optimization in Network-Wide Traffic Speed Prediction  20
The Whale Optimization Algorithm for Hyperparameter Optimiza...
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Proceedings of the 2020 ACM International Conference on Intelligent Computing and its Emerging Applications
作者: Zhang-Han Zhuang Ming-Chao Chiang Department of Computer Science and Engineering National Sun Yat-sen University Kaohsiung Taiwan
Since there are way too many possible combinations of hyperparameters for training a desired deep neural network (DNN) model, finding out a set of suitable values for them is typically a difficult topic for the resear... 详细信息
来源: 评论
Improved whale optimization algorithm applied to design PID plus second-order derivative controller for automatic voltage regulator system
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JOURNAL OF THE CHINESE INSTITUTE OF ENGINEERS 2020年 第6期43卷 541-552页
作者: Mokeddem, Diab Mirjalili, Seyedali Univ Ferhat Abbas Setif 1 Dept Elect Engn Fac Technol Setif Algeria Torrens Univ Australia Ctr Artificial Intelligence Res & Optimisat Brisbane Qld Australia
The paper proposes an Improved whale optimization algorithm (IWOA). Its performance is validated by solving 23 benchmark functions. Comparing the results of IWOA with well-known meta-heuristic algorithms shows its eff... 详细信息
来源: 评论
Interconnected multi-machine power system stabilizer design using whale optimization algorithm
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Protection and Control of Modern Power Systems 2019年 第1期4卷 13-23页
作者: Butti Dasu Mangipudi Sivakumar Rayapudi Srinivasarao Gudlavalleru Engineering College GudlavalleruAndhra pradeshIndia JNTUK KakinadaAndhra pradeshIndia
The role of Power System Stabilizer (PSS) in the power system is to provide necessary damping torque to the system in order to suppress the oscillations caused by a variety of disturbances that occur frequently and ma... 详细信息
来源: 评论
Joint Compressed Sensing and Enhanced whale optimization algorithm for Pilot Allocation in Underwater Acoustic OFDM Systems
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IEEE ACCESS 2019年 7卷 95779-95796页
作者: Jiang, Rongkun Wang, Xuetian Cao, Shan Zhao, Jiafei Li, Xiaoran Beijing Inst Technol Sch Informat & Elect Beijing 100081 Peoples R China Shanghai Univ Dept Commun & Informat Engn Shanghai 200444 Peoples R China
In underwater acoustic-orthogonal frequency division multiplexing (UWA-OFDM) systems, the performance of channel estimation is significantly affected by pilot allocation in the framework of compressed sensing (CS). Ho... 详细信息
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Extreme learning machine optimized by whale optimization algorithm using insulated gate bipolar transistor module aging degree evaluation
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EXPERT SYSTEMS WITH APPLICATIONS 2019年 127卷 58-67页
作者: Li, Ling-Ling Sun, Jin Tseng, Ming-Lang Li, Zhi-Gang Hebei Univ Technol Sch Elect Engn State Key Lab Reliabil & Intelligence Elect Equip Tianjin 300130 Peoples R China Hebei Univ Technol Sch Elect Engn Key Lab Electromagnet Field & Elect Apparatus Rel Tianjin 300130 Peoples R China Asia Univ Inst Innovat & Circular Econ Suwon South Korea China Med Univ Dept Med Res Taichung Taiwan
This study focuses on the aging evaluation of Insulated gate bipolar transistor (IGBT) modules to ensure their stability during operation. An aging degree evaluation model is proposed based on whale optimization algor... 详细信息
来源: 评论
3DPCNN based on whale optimization algorithm for color image segmentation
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JOURNAL OF INTELLIGENT & FUZZY SYSTEMS 2019年 第1期37卷 1499-1511页
作者: Xing, Zhikai Jia, Heming Song, Wenlong Northeast Forestry Univ Harbin Heilongjiang Peoples R China
Considering that the 3D pulse-coupled neural network (3D-PCNN) model has the deficiency of high parameter complexity and low accuracy in color image segmentation, swarm intelligence optimization algorithm is adopted t... 详细信息
来源: 评论
GWOA: a hybrid genetic whale optimization algorithm for combating attacks in cognitive radio network
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JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING 2019年 第11期10卷 4345-4360页
作者: Elghamrawy, Sally M. Hassanien, Abou Ella MISR Higher Inst Engn & Technol Mansoura Egypt SRGE Cairo Egypt Cairo Univ Fac Comp & Informat Cairo Egypt
With the rapidly growing number of wireless users and systems more frequency bands are needed, which led to the spectrum scarcity problems. Cognitive radio (CR) is an emerging technology that enables the dynamic spect... 详细信息
来源: 评论
An Adaptive whale optimization algorithm Using Gaussian Distribution Strategies and Its Application in Heterogeneous UCAVs Task Allocation
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IEEE ACCESS 2019年 7卷 110138-110158页
作者: Li, Yintong Han, Tong Zhao, Hui Gao, Hanjie Air Force Engn Univ Coll Aeronaut Engn Xian 710038 Shaanxi Peoples R China Jilin Univ Coll Comp Sci & Technol Changchun 130000 Jilin Peoples R China
To overcome the defect of whale optimization algorithm (WOA) being easily fallen into local optimum caused by the ill-distribution of solutions, this paper explores an adaptive WOA variant using Gaussian distribution ... 详细信息
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Optimal swarm decomposition with whale optimization algorithm for weak feature extraction from multicomponent modulation signal
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MECHANICAL SYSTEMS AND SIGNAL PROCESSING 2019年 122卷 673-691页
作者: Miao, Yonghao Zhao, Ming Makis, Viliam Lin, Jing Beihang Univ Sch Reliabil & Syst Engn Xueyuan Rd 37 Beijing 100083 Peoples R China Univ Toronto Dept Mech & Ind Engn Toronto ON M5S 3G8 Canada Xi An Jiao Tong Univ Sch Mech Engn Xian 710049 Shaanxi Peoples R China
Since multicomponent modulation and complicated interference simultaneously exist in the vibration signals caused by the bearing compound fault, the fault feature becomes rather weak and is hard to be extracted. There... 详细信息
来源: 评论
An improved Levy based whale optimization algorithm for bandwidth-efficient virtual machine placement in cloud computing environment
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CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS 2019年 第4-Sup期22卷 S8319-S8334页
作者: Abdel-Basset, Mohamed Abdle-Fatah, Laila Sangaiah, Arun Kumar Zagazig Univ Fac Comp & Informat Dept Operat Res Sharqiyah Egypt Vellore Inst Technol Sch Comp Sci & Engn Vellore 632014 Tamil Nadu India
The consolidation of virtual machine (VM) is the strategy of efficient and intelligent use of cloud datacenters resources. One of the important subproblems of VM consolidation is VM placement problem. The main objecti... 详细信息
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