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GENETIC_ALGORITHM: 作品数：1297被引量：3046H指数：17; 导出分析报告; 相关作者：朱剑英李敏强寇纪淞孙志峻沈庭芝更多>>; 相关机构：南京航空航天大学北京理工大学东南大学清华大学更多>>; 相关期刊：更多>>; 相关基金：国家自然科学基金国家高技术研究发展计划国家重点基础研究发展计划中国博士后科学基金更多>>

Heart Disease Prediction Model Using Feature Selection and Ensemble Deep Learning with Optimized Weight: 《Computer Modeling in Engineering & Sciences》2025年第4期875-909,共35页Iman S.Al-Mahdi Saad M.Darwish Magda M.Madbouly; Heart disease prediction is a critical issue in healthcare,where accurate early diagnosis can save lives and reduce healthcare costs.The problem is inherently complex due to the high dimensionality of medical data,irr...; 关键词：Heart disease prediction feature selection ensemble deep learning optimization genetic algorithm(GA) ensemble deep learning tunicate swarm algorithm(TSA) feature selection

Multi-Objective Optimization Method for Performance Prediction Loss Model of Centrifugal Compressors: 《Journal of Thermal Science》2025年第2期590-606,共17页ZHANG Lei FENG Xueheng YUAN Wei CHEN Ruilin ZHANG Qian LI Hongyang AN Guangyao LANG Jinhua; supports of National Natural Science Foundation of China(Grant No.52076079);Natural Science Foundation of Hebei Province,China(Grant No.E2020502013);Fundamental Research Funds for the Central Universities,China(Grant No.2021MS079/Grant No.2022MS081)。; The selection of loss models has a significant effect on the one-dimensional mean streamline analysis for obtaining the performance of centrifugal compressors.In this study,a set of optimized loss models is proposed b...; 关键词：loss model centrifugal compressor mean streamline analysis performance prediction Genetic Algorithm

Sparse optimization of planar radio antenna arrays using a genetic algorithm: 《Astronomical Techniques and Instruments》2025年第2期100-110,共11页Jiarui Di Liang Dong Wei He; supported by the Ministry of Science and Technology SKA Special Project(2020SKA0110202);the Special Project on Building a Science and Technology Innovation Center for South and Southeast Asia–International Joint Innovation Platform in Yunnan Province:"Yunnan Sino-Malaysian International Joint Laboratory of HF-VHF Advanced Radio Astronomy Technology"(202303AP140003);the National Natural Science Foundation of China (NSFC) Joint Fund for Astronomy (JFA) incubator program (U2031133);the International Partnership Program Project of the International Cooperation Bureau of the Chinese Academy of Sciences:"Belt and Road"Cooperation (114A11KYSB20200001);the Kunming Foreign (International) Cooperation Base Program:"Yunnan Observatory of the Chinese Academy of Sciences-University of Malaya Joint R&D Cooperation Base for Advanced Radio Astronomy Technology"(GHJD-2021022);the China-Malaysia Collaborative Research on Space Remote Sensing and Radio Astronomy Observation of Space Weather at Low and Middle Latitudes under the Key Special Project of the State Key R&D Program of the Ministry of Science and Technology for International Cooperation in Science,Technology and Innovation among Governments (2022YFE0140000);the High-precision calibration method for low-frequency radio interferometric arrays for the SKA project of the Ministry of Science and Technology(2020SKA0110300).; Radio antenna arrays have many advantages for astronomical observations,such as high resolution,high sensitivity,multi-target simultaneous observation,and flexible beam formation.Problems surrounding key indices,such ...; 关键词：Planar antenna array Sparse optimization Genetic algorithm Wide-angle scanning

An Asynchronous Genetic Algorithm for Multi-agent Path Planning Inspired by Biomimicry: 《Journal of Bionic Engineering》2025年第2期851-865,共15页Bin Liu Shikai Jin Yuzhu Li Zhuo Wang Donglai Zhao Wenjie Ge; To address the shortcomings of traditional Genetic Algorithm (GA) in multi-agent path planning, such as prolonged planning time, slow convergence, and solution instability, this paper proposes an Asynchronous Genetic ...; 关键词：Multi-agent path planning Asynchronous genetic algorithm Equal-size clustering Genetic algorithm

Research on Optimization of Microperforated Acoustic Structures Based on Genetic Algorithm: 《Journal of Electronic Research and Application》2025年第2期110-116,共7页Yang Yu Ruilin Mu; Microperforated panels(MPP)are widely used in noise control applications due to their excellent sound absorption performance.However,traditional single-layer MPPs suffer from a narrow sound absorption bandwidth,making...; 关键词：Microperforated panels Genetic algorithm SOUND-ABSORPTION

An Adaptive Firefly Algorithm for Dependent Task Scheduling in IoT-Fog Computing: 《Computer Modeling in Engineering & Sciences》2025年第3期2869-2892,共24页Adil Yousif; the Deanship of Graduate Studies and Scientific Research at Najran University for funding this work under the Easy Funding Program grant code(NU/EFP/SERC/13/166).; The Internet of Things(IoT)has emerged as an important future technology.IoT-Fog is a new computing paradigm that processes IoT data on servers close to the source of the data.In IoT-Fog computing,resource allocation ...; 关键词：Fog computing SCHEDULING resource management firefly algorithm genetic algorithm ant colony optimization

Multi-Objective Optimization of Swirling Impinging Air Jets with Genetic Algorithm and Weighted Sum Method: 《Frontiers in Heat and Mass Transfer》2025年第1期71-94,共24页Sudipta Debnath Zahir Uddin Ahmed Muhammad Ikhlaq Md.Tanvir Khan Avneet Kaur Kuljeet Singh Grewal; Impinging jet arrays are extensively used in numerous industrial operations,including the cooling of electronics,turbine blades,and other high-heat flux systems because of their superior heat transfer capabilities.Opt...; 关键词：Jet impingement multi-objective optimization pareto front NSGA-Ⅱ WSM

Comparison of the feedback linearization plus LQR controller and the PID controller for greenhouse indoor climate: 《International Journal of Agricultural and Biological Engineering》2025年第1期74-82,共9页Kidist Ameha Mengesha Gang-Gyoo Jin Yung-Deug Son; Greenhouse environmental control systems can improve the growth and quality of the plants within greenhouses by keeping a constant environment.Greenhouse climate is a multi-input multi-output system that is significan...; 关键词：GREENHOUSE climate control feedback linearization plus LQR control PID control genetic algorithm

Automatic and Rapid Throughflow-Based Optimal Design Method for Multi-Stage Axial-Flow Compressors: 《Journal of Thermal Science》2025年第1期77-91,共15页LEI Fan ZHANG Xiawen JU Yaping ZHANG Chuhua; financially supported by the National Science and Technology Major Project of China(Grant No.2017-Ⅱ-0006-0020);National Key Research and Development Project of China(Grant No.2016YFB0200901);National Natural Science Foundation of China(Grant No.51776154);Shaanxi Key Research and Development Project(Grant No.2018KWZ-01)。; Throughflow design has the advantages of less time consumption and large optimization space,and thus is the corner stone of advanced design system of multi-stage axial-flow compressors.The majority of relevant studies...; 关键词：multi-stage axial-flow compressor throughflow design empirical correlations genetic algorithm aerodynamic optimization

Rockburst Intensity Prediction based on Kernel Extreme Learning Machine(KELM): 《Acta Geologica Sinica(English Edition)》2025年第1期284-295,共12页XIAO Yidong QI Shengwen GUO Songfeng ZHANG Shishu WANG Zan GONG Fengqiang; funded by National Natural Science Foundation of China(Grants Nos.41825018 and 42141009);the Second Tibetan Plateau Scientific Expedition and Research Program(Grants No.2019QZKK0904)。; As one of the most serious geological disasters in deep underground engineering,rockburst has caused a large number of casualties.However,because of the complex relationship between the inducing factors and rockburst ...; 关键词：rockburst intensity prediction kernel extreme learning machine genetic algorithm cross-entropy method

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