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| Multiple Elite Individual Guided Piecewise Search-Based Differential Evolution 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 135-158
Authors: Shubham Gupta; Shitu Singh; Rong Su; Shangce Gao; Jagdish Chand Bansal
 Adobe PDF(3042Kb) |  Favorite | View/Download：20/4 | Submit date：2023/01/03
Control parameters differential Evolution metaheuristic algorithms mutation operator |
| Swarm Intelligence Research: From Bio-inspired Single-population Swarm Intelligence to Humanmachine Hybrid Swarm Intelligence 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 121-144
Authors: Guo-Yin Wang
Adobe PDF(2487Kb) | Favorite | View/Download：64/2 | Submit date：2023/01/18
Swarm intelligence single-population multi-population human-machine hybrid multi-granularity |
| Tourism Route Recommendation Based on A Multi-Objective Evolutionary Algorithm Using Two-Stage Decomposition and Pareto Layering 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 486-500
Authors: Xiaoyao Zheng; Baoting Han; Zhen Ni
Adobe PDF(5493Kb) | Favorite | View/Download：15/1 | Submit date：2023/01/16
Evolutionary algorithm multi-objective optimization Pareto optimization tourism route recommendation two-stage decomposition |
| ESI计算机科学领域热点论文（2022年3月） 其他
2022-03-24
Authors: 张桂英
Adobe PDF(1545Kb) | Favorite | View/Download：107/19 | Submit date：2022/03/24 |
| Self-adaptive Bat Algorithm With Genetic Operations 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 7, 页码: 1284-1294
Authors: Jing Bi; Haitao Yuan; Jiahui Zhai; MengChu Zhou; H. Vincent Poor
Adobe PDF(1916Kb) | Favorite | View/Download：60/6 | Submit date：2022/06/27
Bat algorithm (BA) genetic algorithm (GA) hybrid algorithm learning mechanism meta-heuristic optimization algorithms |
| An Overview and Experimental Study of Learning-Based Optimization Algorithms for the Vehicle Routing Problem 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 7, 页码: 1115-1138
Authors: Bingjie Li; Guohua Wu; Yongming He; Mingfeng Fan; Witold Pedrycz
Adobe PDF(2802Kb) | Favorite | View/Download：48/6 | Submit date：2022/06/27
End-to-end approaches learning-based optimization (LBO) algorithms reinforcement learning step-by-step approaches vehicle routing problem (VRP) |
| Data-Driven Hybrid Neural Fuzzy Network and ARX Modeling Approach to Practical Industrial Process Identification 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 9, 页码: 1702-1705
Authors: Feng Li; Tian Zheng; Naibao He; Qingfeng Cao
Adobe PDF(606Kb) | Favorite | View/Download：38/5 | Submit date：2022/08/19 |
| Complex-Valued Neural Networks: A Comprehensive Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 8, 页码: 1406-1426
Authors: ChiYan Lee; Hideyuki Hasegawa; Shangce Gao
Adobe PDF(1612Kb) | Favorite | View/Download：39/3 | Submit date：2022/08/01
Complex activation function complex backpropagation algorithm complex-valued learning algorithm complex-valued neural network deep learning |
| Integrating Conjugate Gradients Into Evolutionary Algorithms for Large-Scale Continuous Multi-Objective Optimization 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 10, 页码: 1801-1817
Authors: Ye Tian; Haowen Chen; Haiping Ma; Xingyi Zhang; Kay Chen Tan; Yaochu Jin
Adobe PDF(2151Kb) | Favorite | View/Download：31/3 | Submit date：2022/09/08
Conjugate gradient differential evolution evolutionary computation large-scale multi-objective optimization mathematical programming |
| Cyber Security Intrusion Detection for Agriculture 4.0: Machine Learning-Based Solutions, Datasets, and Future Directions 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 3, 页码: 407-436
Authors: Mohamed Amine Ferrag; Lei Shu; Othmane Friha; Xing Yang
Adobe PDF(23596Kb) | Favorite | View/Download：52/2 | Submit date：2022/03/09
Agriculture 4.0 cyber security intrusion detection system machine learning approaches smart agriculture |
