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检索条件"主题词=Multi-objective Evolutionary algorithm"
545 条 记 录,以下是221-230 订阅
Joint sparse neural network compression via multi-application multi-objective optimization
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APPLIED INTELLIGENCE 2021年 第11期51卷 7837-7854页
作者: Chen, Jinzhuo Xu, Yongnan Sun, Weize Huang, Lei Shenzhen Univ Coll Elect & Informat Engn Guangdong Key Lab Intelligent Informat Proc Shenzhen Guangdong Peoples R China Shenzhen Univ Coll Elect & Informat Engn Shenzhen Key Lab Adv Nav Technol Coll Elect & Inf Shenzhen Guangdong Peoples R China
Over the pass decade, deep neural network (DNN) has been widely applied in various applications. To alleviate the storage and computation requirement of the complicated DNNs, network compression methods are developed.... 详细信息
来源: 评论
multi-objective search of robust neural architectures against multiple types of adversarial attacks
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NEUROCOMPUTING 2021年 453卷 73-84页
作者: Liu, Jia Jin, Yaochu Univ Surrey Dept Comp Sci Surrey GU2 7XH Surrey England
Many existing deep learning models are vulnerable to adversarial examples that are imperceptible to humans. To address this issue, various methods have been proposed to design network architectures that are robust to ... 详细信息
来源: 评论
Energy, cost and job-tardiness-minimized scheduling of energy-intensive and high-cost industrial production systems
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ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE 2024年 第PartE期133卷
作者: Zhao, Ziyan Jiang, Qi Liu, Shixin Zhou, Mengchu Yang, Xiaochun Guo, Xiwang Northeastern Univ State Key Lab Synthet Automat Proc Ind Shenyang 110819 Liaoning Peoples R China Northeastern Univ Coll Informat Sci & Engn Shenyang 110819 Liaoning Peoples R China Northeastern Univ Qinhuangdao Sch Control Engn Qinhuangdao 066004 Hebei Peoples R China New Jersey Inst Technol Dept Elect & Comp Engn Newark NJ 07102 USA Northeastern Univ Sch Comp Sci & Engn Shenyang 110819 Liaoning Peoples R China Liaoning Petrochem Univ Sch Informat & Control Engn Fushun 113001 Liaoning Peoples R China
Energy consumption, production cost, and efficiency are highly concerned by decision makers of energyintensive and high -cost industrial production systems. Intelligent production scheduling is a necessary means to ac... 详细信息
来源: 评论
Reinforcement learning for decision-making under deep uncertainty
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JOURNAL OF ENVIRONMENTAL MANAGEMENT 2024年 359卷 120968页
作者: Pei, Zhihao Rojas-Arevalo, Angela M. de Haan, Fjalar J. Lipovetzky, Nir Moallemi, Enayat A. Univ Melbourne Fac Engn & Informat Technol Sch Comp & Informat Syst Melbourne Australia Univ Melbourne Melbourne Ctr Data Sci Melbourne Australia Commonwealth Sci & Ind Res Org CSIRO Melbourne Australia 700 Swanston St Carlton Vic 3053 Australia
Planning under complex uncertainty often asks for plans that can adapt to changing future conditions. To inform plan development during this process, exploration methods have been used to explore the performance of ca... 详细信息
来源: 评论
Product form evolutionary design system construction based on neural network model and multi-objective optimization
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JOURNAL OF INTELLIGENT & FUZZY SYSTEMS 2020年 第5期39卷 7977-7991页
作者: Wu, Yixiang Yiwu Ind & Commercial Coll Yiwu 322000 Zhejiang Peoples R China
The product form evolutionary design based on multi-objective optimization can satisfy the complex emotional needs of consumers for product form, but most relevant literatures mainly focus on single-objective optimiza... 详细信息
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A New Approach Based on a multiobjective evolutionary algorithm for Accurate Control of Flow Rate and Blood Pressure in Cardiac Bioreactors
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CARDIOVASCULAR ENGINEERING AND TECHNOLOGY 2020年 第1期11卷 84-95页
作者: Gosselin, Jerome Begin-Drolet, Andre Maciel, Yvan Ruel, Jean Univ Laval Dept Genie Mecan Quebec City PQ G1V 0A6 Canada Pavillon Adrien Pouliot Local 1314-C412245 Quebec City PQ Canada
Purpose-Accurately reproducing physiological and time-varying variables in cardiac bioreactors is a difficult task for conventional control methods. This paper presents a new controller based on a genetic algorithm fo... 详细信息
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E2PAMEA: A fast evolutionary algorithm for extracting fuzzy emerging patterns in big data environments
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NEUROCOMPUTING 2020年 415卷 60-73页
作者: Garcia-Vico, Angel Miguel Charte, Francisco Gonzalez, Pedro Elizondo, David Carmona, Cristobal Jose Univ Jaen Interuniv Andalusian Inst Data Sci & Computat Int Jaen 23071 Spain De Monfort Univ Sch Comp Sci & Informat Leicester LE1 9BH Leics England De Monfort Univ Leicester Sch Pharm Leicester LE1 9BH Leics England
In this paper, a cooperative-competitive multi-objective evolutionary fuzzy system called E2PAMEA is presented for the extraction of emerging patterns in big data environments. E2PAMEA follows an adaptive schema to au... 详细信息
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A Gradient-Based Search Method for multi-objective Optimization Problems
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INFORMATION SCIENCES 2021年 578卷 129-146页
作者: Gao, Weifeng Wang, Yiming Liu, Lingling Huang, Lingling Xidian Univ Sch Math & Stat Xian 710126 Peoples R China
A gradient-based search method (GBSM) is developed to solve multi-objective optimiza-tion problems. It uses the multi-objective gradient information to construct descent direc-tions, i.e., Pareto descent directions (P... 详细信息
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A comparative study of pre-screening strategies within a surrogate-assisted multi-objective algorithm framework for computationally expensive problems
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NEURAL COMPUTING & APPLICATIONS 2021年 第9期33卷 4387-4416页
作者: Li, Fan Gao, Liang Garg, Akhil Shen, Weiming Huang, Shifeng Huazhong Univ Sci & Technol Sch Mech Sci & Engn State Key Lab Digital Mfg Equipment & Technol Wuhan 430074 Peoples R China Huazhong Univ Sci & Technol Natl CNC Engn Technol Res Ctr Sch Mech Sci & Engn Wuhan 430074 Peoples R China
The multi-offspring method has been recognized as an efficient approach to enhance the performance of multi-objective evolutionary algorithms. However, some pre-screening strategies should be used when a multi-offspri... 详细信息
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Scheduling of the Uruguayan Football and Basketball Leagues  8
Scheduling of the Uruguayan Football and Basketball Leagues
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IEEE Latin American Conference on Computational Intelligence (LA-CCI)
作者: Lago, Martin Lantean, Nicolas Rodriguez, Santiago Defranco, Federico Pedemonte, Martin Univ Republica Fac Ingn Inst Comp INCO Montevideo Uruguay Univ Republica Fac Ingn Dept Inserc Social Ingeniero DISI Montevideo Uruguay
Football in Uruguay is the most popular sport, representing an important part of the country's culture. It is not surprising that the Uruguayan football championship serves as entertainment for a large part of the... 详细信息
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