基于分布式自组织的高维多目标进化算法研究及其在云安全调度的应用

61876110
2018
F0608.智能系统与人工智能安全
林秋镇
面上项目
研究员
深圳大学
63万元
高维多目标优化;进化算法;云计算;分解方法
2019-01-01到2022-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 A Multiobjective Multitask Evolutionary Algorithm Based on Decomposition and Multivariate Gaussian Distribution 会议论文 Zhongjian Wu;Wu Lin;Huimei Tang;Qiuzhen Lin
2 A multi-objective immune algorithm for intrusion feature selection 期刊论文 Wenhong Wei;Shuo Chen;Qiuzhen Lin;Junkai Ji;Qiuzhen Lin
3 A survey of artificial immune algorithms for multi-objective optimization 期刊论文 Lingjie Li;Qiuzhen Lin;Zhong Ming
4 Multi-objective optimization using self-organizing decomposition and its application to crashworthiness design 期刊论文 Lingjie Li;Qiuzhen Lin;Zhong Ming
5 An Ensemble Surrogate-based Framework for Expensive Multiobjective Evolutionary Optimization 期刊论文 Qiuzhen Lin;Xunfeng Wu;Lijia Ma;Jianqiang Li;Maoguo Gong;Carlos A. Coello Coello
6 A Variable Importance-Based Differential Evolution for Large-Scale Multiobjective Optimization 期刊论文 Songbai Liu;Qiuzhen Lin;Ye Tian;Kay Chen Tan
7 Network Intrusion Detection by an Approximate Logic Neural Model 会议论文 Jiajun Zhao;Qiuzhen Lin;Junkai Ji
8 A novel multi-objective immune algorithm with a decomposition-based clonal selection 期刊论文 Lingjie Li;Qiuzhen Lin;Songbai Liu;Dunwei Gong;Carlos A.Coello Coello;Zhong Ming
9 A novel surrogate-assisted evolutionary algorithm with an uncertainty grouping based infill criterion 期刊论文 Qunfeng Liu;Xunfeng Wu;Qiuzhen Lin;Junkai Ji;Ka-Chun Wong
10 Reducing Negative Transfer Learning via Clustering for Dynamic Multiobjective Optimization 期刊论文 Jianqiang Li;Tao Sun;Qiuzhen Lin;Min Jiang;Kay Chen Tan
11 Forecasting Wind Speed Time Series Via Dendritic Neural Regression 期刊论文 Ji Junkai;Dong Minhui;Lin Qiuzhen;Tan Kay Chen
12 一种推荐方法及装置 专利 林秋镇;胡碧山;唐亚;陈剑勇
13 多目标流水车间调度方法、装置、计算机设备及存储介质 专利 郑峻浩;刘松柏;林秋镇;陈剑勇
14 PMCDM: Privacy-preserving multiresolution community detection in multiplex networks 期刊论文 Zengyang Shao;Lijia Ma;Qiuzhen Lin;Jianqiang Li;Maoguo Gong;Asoke K. Nandi
15 A survey of decomposition approaches in multiobjective evolutionary algorithms 期刊论文 Jia Wang;Yuchao Su;Qiuzhen Lin;Lijia Ma;Dunwei Gong;Jianqiang Li;Zhong Ming
16 基于免疫策略的流量数据最优特征子集获取方法及装置 专利 陈硕;林秋镇;陈剑勇
17 A Modified Decomposition Based Multi-objective Optimization Algorithm for High Dimensional Feature Selection 会议论文 Manlin Xuan;Lingjie Li;Qiuzhen Lin;Zhong Ming;Wenhong Wei
18 中国人工智能学会2019年度最佳青年科技成果奖 奖励 林秋镇
19 CAA科技进步奖一等奖 奖励 刘屿;李坚强;林秋镇;李江涛;罗成文;李赛玲;王佳;马里佳;刘伟东;林庆遂;陈飞;姜斌;孔繁辉;罗飞;陈剑勇
20 An Effective Ensemble Framework for Multiobjective Optimization 期刊论文 Wenjun Wang;Shaoqiang Yang;Qiuzhen Lin;Qingfu Zhang;Ka-Chun Wong;Carlos A. Coello Coello;Qiuzhen Lin
21 A convergence and diversity guided leader selection strategy for many-objective particle swarm optimization 期刊论文 Lingjie Li;Yongfeng Li;Qiuzhen Lin;Zhong Ming;Carlos A. Coello Coello
22 A Clustering-based Evolutionary Algorithm for Many-objective Optimization Problems 期刊论文 Qiuzhen Lin;Songbai Liu;Ka-Chun Wong;Maoguo Gong;Carlos A.Coello Coello;Jianyong Chen;Jun Zhang
23 A Comprehensive Competitive Swarm Optimizer for Large-Scale Multiobjective Optimization 期刊论文 Songbai Liu;Qiuzhen Lin;Qing Li;Kay Chen Tan
24 Dynamic Multiobjective Optimization with Multiple Response Strategies Based on Linear Environment Detection 期刊论文 Qiyuan Yu;Shen Zhong;Zun Liu;Qiuzhen Lin;Peizhi Huang
25 Towards Dynamic Verifiable Pattern Matching 期刊论文 Fei Chen;Donghong Wang;Qiuzhen Lin;Jianyong Chen;Zhong Ming;Wei Yu;Jing Qin
26 Many-objective Optimization by Using an Immune Algorithm 期刊论文 Yuchao Su;Naili Luo;Qiuzhen Lin;Xia Li
27 An Efficient Evaluation Mechanism for Evolutionary Reinforcement Learning 会议论文 Xiaoqiang Wu;Qingling Zhu;Qiuzhen Lin;Jianqiang Li;Jianyong Chen;Zhong Ming
28 Multi-Neighborhood Learning for Global Alignment in Biological Networks 期刊论文 Lijia Ma;Shiqiang Wang;Qiuzhen Lin;Jianqiang Li;Zhuhong You;Jiaxiang Huang;Maoguo Gong
29 一种多目标的云资源调度方法、装置、设备及存储介质 专利 李凌杰;林秋镇;陈剑勇;明仲
30 基于进化迁移优化的多无人机路径规划方法、终端及介质 专利 刘松柏;林秋镇;陈家进;李青
31 一种多车间作业调试方法及装置 专利 林秋镇;王娜;陈剑勇
32 广东省科技进步奖 奖励 李坚强;明仲;陈芸;罗英群;李赛玲;罗成文;林秋镇;王佳;吕令广;陈剑勇
33 An Improved Weighted Optimization-based Framework for Large-scale MOPs 会议论文 Junhao Zheng;Lingjie Li;Qiuzhen Lin;Zhong Ming
34 A multi-objective immune algorithm with dynamic population strategy 期刊论文 Qiuzhen Lin;Qingling Zhu;Na Wang;Peizhi Huang;Wenjun Wang;Jianyong Chen;Zhong Ming
35 An adaptive clustering-based evolutionary algorithm for many-objective optimization problems 期刊论文 Songbai Liu;Qiyuan Yu;Qiuzhen Lin;Kay Chen Tan
36 A Fuzzy Decomposition-Based Multi/Many-Objective Evolutionary Algorithm 期刊论文 Songbai Liu;Qiuzhen Lin;Kay Chen Tan;Maoguo Gong;Carlos A. Coello Coello
37 A Constrained Solution Update Strategy for Multiobjective Evolutionary Algorithm Based on Decomposition 期刊论文 Yuchao Su;Qiuzhen Lin;Jia Wang;Jianqiang Li;Qiuzhen Lin;Zhong Ming
38 Multimodal Multiobjective Evolutionary Optimization With Dual Clustering in Decision and Objective Spaces 期刊论文 Qiuzhen Lin;Wu Lin;Zexuan Zhu;Maoguo Gong;Jianqiang Li;Carlos A. Coello Coello
39 A Dynamic Multi-objective Evolutionary Algorithm based on Polynomial Regression and Adaptive Clustering 期刊论文 Qiyuan Yu;Qiuzhen Lin;Zexuan Zhu;Ka-Chun Wong;Carlos A. Coello Coello
40 Blockchain for Internet of things applications: A review and open issues 期刊论文 Fei Chen;Zhe Xiao;Laizhong Cui;Qiuzhen Lin;Jianqiang Li;Shui Yu
41 A novel multi-objective evolutionary algorithm with dynamic decomposition strategy 期刊论文 Songbai Liu;Qiuzhen Lin;Ka-Chun Wong;Lijia Ma;Carlos A.Coello Coello;Dunwei Gong
42 Multifactorial Optimization via Explicit Multipopulation Evolutionary Framework 期刊论文 Genghui Li;Qiuzhen Lin;Weifeng Gao
43 Multiple source transfer learning for dynamic multiobjective optimization 期刊论文 Yulong Ye;Qiuzhen Lin;Lijia Ma;Ka-Chun Wong;Maoguo Gong;Carlos A. Coello Coello
44 基于代理辅助进化算法的翼型优化方法及装置 专利 吴巽锋;刘群锋;林秋镇;陈剑勇
45 Evolutionary Search with Multiple Utopian Reference Points in Decomposition-Based Multiobjective Optimization 期刊论文 Wu Lin;Qiuzhen Lin;Zexuan Zhu;Jianqiang Li;Qiuzhen Lin;Zhong Ming
46 一种车辆路径问题的优化方法及装置 专利 林秋镇;祝苗苗;陈剑勇
47 风速预测方法及装置 专利 吉君恺;董敏辉;林秋镇;贺颖
48 血压测量方法及装置 专利 吉君恺;董敏辉;林秋镇;贺颖;马里佳
49 多车场车辆路径规划方法、装置、计算机设备及存储介质 专利 于琪嫄;刘松柏;林秋镇;陈剑勇
50 Evolutionary Convolutional Neural Network: An Application to Intrusion Detection 会议论文 Yi Chen;Shuo Chen;Manlin Xuan;Qiuzhen Lin;Wenhong Wei
51 A Classification-based Mixture-of-Kriging Assisted Evolutionary Algorithm for Expensive Many-objective Optimization 会议论文 Gaoli Kang;Xunfeng Wu;Qiuzhen Lin
52 Evolutionary multi and many-objective optimization via clustering for environmental selection 期刊论文 Liu Songbai;Zheng Junhao;Lin Qiuzhen;Tan Kay Chen
53 吴文俊人工智能科学技术奖一等奖 奖励 李坚强;明仲;罗英群;李赛玲;罗成文;林秋镇;王佳;吕令广;陈剑勇;闫巧;陈飞;马里佳;林庆遂;黄文财;陈杰
54 Intrusion detection using multi-objective evolutionary convolutional neural network for Internet of Things in Fog computing 期刊论文 Yi Chen;Qiuzhen Lin;Wenhong Wei;Junkai Ji;Ka-Chun Wong;Carlos A. Coello Coello
55 A Filter Model Based on Hidden Generalized Mixture Transition Distribution Model for Intrusion Detection System in Vehicle Ad Hoc Networks 期刊论文 Junwei Liang;Qiuzhen Lin;Jianyong Chen;Yingying Zhu
56 Decomposition-Based Multiobjective Evolutionary Optimization with Adaptive Multiple Gaussian Process Models 期刊论文 Xunfeng Wu;Shiwen Zhang;Zhe Gong;Junkai Ji;Qiuzhen Lin;Jianyong Chen
57 Transmission trend of the COVID-19 pandemic predicted by dendritic neural regression 期刊论文 Dong Minhui;Tang Cheng;Ji Junkai;Lin Qiuzhen;Wong Ka-Chun
58 A Self-Guided Reference Vector Strategy for Many-Objective Optimization 期刊论文 Songbai Liu;Qiuzhen Lin;Ka-Chun Wong;Carlos A. Coello Coello;Jianqiang Li;Zhong Ming;Jun Zhang
59 Cost-Aware Robust Control of Signed Networks by Using a Memetic Algorithm 期刊论文 Lijia Ma;Jianqiang Li;Qiuzhen Lin;Maoguo Gong;Carlos A.Coello Coello;Zhong Ming
60 A hybridized angle-encouragement-based decomposition approach for many-objective optimization problems 期刊论文 Yuchao Su;Jia Wang;Lijia Ma;Xiaozhou Wang;Qiuzhen Lin;Carlos A.Coello Coello;Jianyong Chen
61 A Novel Angular-Guided Particle Swarm Optimizer for Many-Objective Optimization Problems 期刊论文 Fei Chen;Shuhuan Wu;Fang Liu;Junkai Ji;Qiuzhen Lin
62 Heuristics and metaheuristics for biological network alignment: A review 期刊论文 Lijia Ma;Zengyang Shao;Lingling Li;Jiaxiang Huang;Shiqiang Wang;Qiuzhen Lin;Jianqiang Li;Maoguo Gong;Asoke K. Nandi
63 Decomposition-based multiobjective optimization with bicriteria assisted adaptive operator selection 期刊论文 Lin Wu;Lin Qiuzhen;Ji Junkai;Zhu Zexuan;Coello Carlos A. Coello;Wong Ka-Chun
64 Accuracy Versus Simplification in an Approximate Logic Neural Model 期刊论文 Ji Junkai;Tang Yajiao;Ma Lijia;Li Jianqiang;Lin Qiuzhen;Tang Zheng;Todo Yuki
65 Evolutionary Architectural Search for Generative Adversarial Networks 期刊论文 Qiuzhen Lin;Zhixiong Fang;Yi Chen;Kay Chen Tan;Yun Li
66 A Self-organizing Weighted Optimization based Framework for Large-scale Multi-objective Optimization 期刊论文 Yongfeng Li;Lingjie Li;Qiuzhen Lin;Ka-Chun Wong;Zhong Ming;Carlos A. Coello Coello
67 Knowledge guided Bayesian classification for dynamic multi-objective optimization 期刊论文 Yulong Ye;Lingjie Li;Qiuzhen Lin;Ka-Chun Wong;Jianqiang Li;Zhong Ming
68 An Elite Gene Guided Reproduction Operator for Many-Objective Optimization 期刊论文 Qingling Zhu;Qiuzhen Lin;Jianqiang Li;Carlos A. Coello Coello;Zhong Ming;Qiuzhen Lin;Jun Zhang
69 Vertical distance-based clonal selection mechanism for the multiobjective immune algorithm 期刊论文 Li Lingjie;Lin Qiuzhen;Li Ke;Ming Zhong
70 一种图像的稀疏重构方法及装置 专利 林秋镇;胡碧山;陈剑勇
71 An Efficient Competitive Swarm Optimizer for Solving Large-Scale Multi-objective Optimization Problems 会议论文 Yongfeng Li;Lingjie Li;Qiuzhen Lin;Zhong Ming
72 Privacy-Preserving Global Structural Balance Computation in Signed Networks 期刊论文 Lijia Ma;Xiaopeng Huang;Jianqiang Li;Qiuzhen Lin;Zhuhong You;Maoguo Gong;Victor C.M.Leung
73 基于双进化的流量数据类型集成分类方法及装置 专利 胡超;陈剑勇;林秋镇
74 一种机器人路径规划方法及装置 专利 林秋镇;刘松柏;陈剑勇
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