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| Evolutionary Optimization Methods for High-Dimensional Expensive Problems: A Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1092-1105
作者: MengChu Zhou; Meiji Cui; Dian Xu; Shuwei Zhu; Ziyan Zhao; Abdullah Abusorrah
 Adobe PDF(2100Kb) |  收藏 | 浏览/下载：33/5 | 提交时间：2024/04/10
Evolutionary algorithm (EA) high-dimensional expensive problems (HEPs) industrial applications surrogate-assisted optimization |
| Control Strategies for Digital Twin Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 170-180
作者: Guo-Ping Liu
Adobe PDF(1689Kb) | 收藏 | 浏览/下载：196/119 | 提交时间：2024/01/02
Digital twin control systems fault tolerant control model tracking performance prediction performance retention |
| A Chaotic Local Search-Based Particle Swarm Optimizer for Large-Scale Complex Wind Farm Layout Optimization 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 5, 页码: 1168-1180
作者: Zhenyu Lei; Shangce Gao; Zhiming Zhang; Haichuan Yang; Haotian Li
Adobe PDF(4152Kb) | 收藏 | 浏览/下载：164/60 | 提交时间：2023/04/26
Chaotic local search (CLS) evolutionary computation genetic learning particle swarm optimization (PSO) wake effect wind farm layout optimization (WFLO) |
| A Line Complex-Based Evolutionary Algorithm for Many-Objective Optimization 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 5, 页码: 1150-1167
作者: Liang Zhang ; Qi Kang; Qi Deng; Luyuan Xu; Qidi Wu
Adobe PDF(4200Kb) | 收藏 | 浏览/下载：149/66 | 提交时间：2023/04/26
Environmental selection line complex many-objective optimization problems (MaOPs) Plücker coordinate |
| 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
作者: Xiaoyao Zheng; Baoting Han; Zhen Ni
Adobe PDF(5493Kb) | 收藏 | 浏览/下载：223/68 | 提交时间：2023/01/16
Evolutionary algorithm multi-objective optimization Pareto optimization tourism route recommendation two-stage decomposition |
| Dynamic Scheduling and Path Planning of Automated Guided Vehicles in Automatic Container Terminal 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 11, 页码: 2005-2019
作者: Lijun Yue; Houming Fan
Adobe PDF(6990Kb) | 收藏 | 浏览/下载：178/53 | 提交时间：2022/10/09
Automated container terminal dynamic scheduling path planning Q-Learning algorithm rule-based heuristic algorithm |
| A Bi-population Cooperative Optimization Algorithm Assisted by an Autoencoder for Medium-scale Expensive Problems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 11, 页码: 1952-1966
作者: Meiji Cui; Li Li; MengChu Zhou; Jiankai Li; Abdullah Abusorrah; Khaled Sedraoui
Adobe PDF(4431Kb) | 收藏 | 浏览/下载：214/44 | 提交时间：2022/10/09
Autoencoder dimension reduction evolutionary algorithm medium-scale expensive problems teaching-learning-based optimization |
| 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
作者: Jing Bi; Haitao Yuan; Jiahui Zhai; MengChu Zhou; H. Vincent Poor
Adobe PDF(1916Kb) | 收藏 | 浏览/下载：221/45 | 提交时间：2022/06/27
Bat algorithm (BA) genetic algorithm (GA) hybrid algorithm learning mechanism meta-heuristic optimization algorithms |
| Data-Driven Heuristic Assisted Memetic Algorithm for Efficient Inter-Satellite Link Scheduling in the BeiDou Navigation Satellite System 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 11, 页码: 1800-1816
作者: Yonghao Du; Ling Wang; Lining Xing; Jungang Yan; Mengsi Cai
Adobe PDF(6289Kb) | 收藏 | 浏览/下载：116/40 | 提交时间：2021/09/03
BeiDou Navigation Satellite System (BDS) data-driven heuristic inter-satellite link (ISL) scheduling memetic algorithm metaheuristic quick-response |
| A Review on Representative Swarm Intelligence Algorithms for Solving Optimization Problems: Applications and Trends 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 10, 页码: 1627-1643
作者: Jun Tang; Gang Liu; Qingtao Pan
Adobe PDF(5712Kb) | 收藏 | 浏览/下载：135/33 | 提交时间：2021/09/03
Ant colony optimization (ACO) artificial bee colony (ABC) artificial fish swarm (AFS) bacterial foraging optimization (BFO) optimization particle swarm optimization (PSO) swarm intelligence |
