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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：22/4 | 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：67/2 | 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：17/1 | Submit date：2023/01/16
Evolutionary algorithm multi-objective optimization Pareto optimization tourism route recommendation two-stage decomposition |
| A Fast Clustering Based Evolutionary Algorithm for Super-Large-Scale Sparse Multi-Objective Optimization 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 4, 页码: 1048-1063
Authors: Ye Tian ; Yuandong Feng; Xingyi Zhang; Changyin Sun
Adobe PDF(2003Kb) | Favorite | View/Download：6/2 | Submit date：2023/03/22
Evolutionary computation fast clustering sparse multi-objective optimization super-large-scale optimization |
| 基于CT影像表征学习的胃癌预后预测算法研究 学位论文
工学博士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors: 王思雯
Adobe PDF(18454Kb) | Favorite | View/Download：136/7 | Submit date：2022/06/13
影像组学 表征学习 胃癌 预后预测 计算机断层扫描（CT） |
| 基于CT影像组学的胃癌TNM分期预测算法研究 学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors: 方梦捷
Adobe PDF(5185Kb) | Favorite | View/Download：116/3 | Submit date：2022/06/13
影像组学 深度学习 胃癌 TNM 分期 计算机断层扫描 |
| Evolutionary Computation for Expensive Optimization: A Survey 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 1, 页码: 3-23
Authors: Jian-Yu Li
Adobe PDF(951Kb) | Favorite | View/Download：74/4 | Submit date：2022/01/25
Expensive optimization problem evolutionary computation evolutionary algorithm swarm intelligence particle swarm optimization differential evolution |
| 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：63/7 | 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：50/7 | Submit date：2022/06/27
End-to-end approaches learning-based optimization (LBO) algorithms reinforcement learning step-by-step approaches vehicle routing problem (VRP) |
| Autonomous Maneuver Decisions via Transfer Learning Pigeon-Inspired Optimization for UCAVs in Dogfight Engagements 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 9, 页码: 1639-1657
Authors: Wanying Ruan; Haibin Duan; Yimin Deng
Adobe PDF(4650Kb) | Favorite | View/Download：36/4 | Submit date：2022/08/19
Autonomous maneuver decisions dogfight engagement game mixed strategy transfer learning pigeon-inspired optimization (TLPIO) unmanned combat aerial vehicle (UCAV) |
