IEEE Transactions on Systems Man Cybernetics-Systems最新文献_第5页

Game Behavior-Driven Consensus Models With Maximum Linear-Quadratic Payoffs and Minimum Adjustment 具有最大线性二次收益和最小调整的博弈行为驱动的共识模型

IF 8.6 1区计算机科学

IEEE Transactions on Systems Man Cybernetics-Systems Pub Date : 2025-03-24 DOI: 10.1109/TSMC.2025.3548123

Shengli Li;Yuzheng Sang;Rosa M. Rodríguez;Jindong Qin;Cuiping Wei

引用次数: 0

Adaptive Predefined-Time Event-Triggered Control for Attitude Consensus of Multiple Spacecraft With Time-Varying State Constraints 时变状态约束下多航天器姿态一致性的自适应预定义时间事件触发控制

IF 8.6 1区计算机科学

IEEE Transactions on Systems Man Cybernetics-Systems Pub Date : 2025-03-24 DOI: 10.1109/TSMC.2025.3535816

Xiaoyu Yang;Qiang Chen;Shuzong Xie;Xiongxiong He

引用次数: 0

Handling Multiobjective Optimization Problems With Complex Constraints: A Constraints Grouping-Based Approach 处理复杂约束下的多目标优化问题：一种基于约束分组的方法

IF 8.6 1区计算机科学

IEEE Transactions on Systems Man Cybernetics-Systems Pub Date : 2025-03-24 DOI: 10.1109/TSMC.2025.3547618

Biao Xu;Yiwu Zheng;Wenji Li;Xiaozhi Gao;Dunwei Gong;Jie He;Zhun Fan

{"title":"Handling Multiobjective Optimization Problems With Complex Constraints: A Constraints Grouping-Based Approach","authors":"Biao Xu;Yiwu Zheng;Wenji Li;Xiaozhi Gao;Dunwei Gong;Jie He;Zhun Fan","doi":"10.1109/TSMC.2025.3547618","DOIUrl":"https://doi.org/10.1109/TSMC.2025.3547618","url":null,"abstract":"Real-world production scenarios often involve multiobjective optimization problems with intricate constraints. Although there has been a growing interest in multiobjective problems with complex constraints, such as the vehicle routing problem with time windows, existing multiobjective evolutionary optimization techniques still face significant challenges, particularly when addressing the fragmented and narrow feasible regions that arise from these constraints. Our research introduces a refined framework tailored for complex constrained multiobjective evolutionary optimization. The methodology conducts an initial strong-weak analysis to categorize constraints and merges each strong constraint with all weak constraints to form subsets. Each subset, combined with the original objective functions, defines a subproblem. Independent optimization of the original problem and subproblems is carried out by utilizing multiple populations. Information acquired from the subproblems’ populations is transferred into the population of the original issue, thereby expediting the detection of the feasible region and simplifying the resolution of the original problem. The efficacy of our innovative algorithm, when benchmarked against traditional constrained multiobjective evolutionary algorithms across 72 test functions, has demonstrated superior convergence, diversity, and competitiveness.","PeriodicalId":48915,"journal":{"name":"IEEE Transactions on Systems Man Cybernetics-Systems","volume":"55 6","pages":"3866-3880"},"PeriodicalIF":8.6,"publicationDate":"2025-03-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144073266","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Time-Varying Momentum-Like Neurodynamic Optimization Approaches With Fixed-Time Convergence for Nash Equilibrium Seeking in Noncooperative Games 非合作对策纳什均衡寻求的时变类动量神经动力学固定时间收敛优化方法

IF 8.6 1区计算机科学

IEEE Transactions on Systems Man Cybernetics-Systems Pub Date : 2025-03-24 DOI: 10.1109/TSMC.2025.3547407

Xingxing Ju;Xinsong Yang;Chuandong Li

引用次数: 0

Mean-Square Finite-Time Stability and Stabilization of Impulsive Stochastic Distributed Parameter Systems 脉冲随机分布参数系统的均方有限时间稳定性与镇定

IF 8.6 1区计算机科学

IEEE Transactions on Systems Man Cybernetics-Systems Pub Date : 2025-03-21 DOI: 10.1109/TSMC.2025.3547949

Xi-Sheng Dai;Huang Zuo;Feiqi Deng

引用次数: 0

Observer-Based Control for Interval Type-2 Fuzzy Systems Under PDT-Based DoS Attacks 基于pdt的DoS攻击下区间2型模糊系统的观测器控制

IF 8.6 1区计算机科学

IEEE Transactions on Systems Man Cybernetics-Systems Pub Date : 2025-03-21 DOI: 10.1109/TSMC.2025.3547320

Hao Shen;Xinmiao Liu;Qian Ma;Jing Wang

{"title":"Observer-Based Control for Interval Type-2 Fuzzy Systems Under PDT-Based DoS Attacks","authors":"Hao Shen;Xinmiao Liu;Qian Ma;Jing Wang","doi":"10.1109/TSMC.2025.3547320","DOIUrl":"https://doi.org/10.1109/TSMC.2025.3547320","url":null,"abstract":"The work addresses the issue of observer-based control for networked nonlinear systems suffering from denial-of-service (DoS) attacks which are modeled in a novel persistent dwell time (PDT) switched form. The interval type-2 Takagi-Sugeno fuzzy model is adopted to accurately characterize the nonlinear feature in investigated systems and effectively capture uncertain parameters via membership functions. It should be noticed that a new framework comprising a special PDT switching strategy is proposed for distributed DoS attacks with energy limitation. Accordingly, the controlled system is converted into a complex and constrained PDT-switched system. Subsequently, based on weak multi-Lyapunov functions, membership-function-dependent sufficient criteria are offered for judging the globally uniformly exponential stability of the researched closed-loop system, from which the gains of the observer and the controller can be computed. Finally, an algorithm generating PDT switching sequences for distributed DoS attacks is proposed, and simulations are given to substantiate the usability of the developed approach.","PeriodicalId":48915,"journal":{"name":"IEEE Transactions on Systems Man Cybernetics-Systems","volume":"55 6","pages":"3780-3790"},"PeriodicalIF":8.6,"publicationDate":"2025-03-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144073240","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Adaptive Secure Control for Uncertain Cyber-Physical Systems With Markov Switching Against Both Sensor and Actuator Attacks 基于马尔可夫切换的不确定网络物理系统抗传感器和执行器攻击自适应安全控制

IF 8.6 1区计算机科学

IEEE Transactions on Systems Man Cybernetics-Systems Pub Date : 2025-03-21 DOI: 10.1109/TSMC.2025.3547865

Zhen Liu;Junye Zhang;Quanmin Zhu

引用次数: 0

A Hyper-Heuristic for Dynamic Integrated Process Planning and Scheduling Problem With Reconfigurable Manufacturing Cells 具有可重构制造单元的动态集成工艺规划与调度问题的超启发式算法

IF 8.6 1区计算机科学

IEEE Transactions on Systems Man Cybernetics-Systems Pub Date : 2025-03-21 DOI: 10.1109/TSMC.2025.3548120

Haoxin Guo;Jianhua Liu;Cunbo Zhuang;Hongliang Dong;Feng Zhang

{"title":"A Hyper-Heuristic for Dynamic Integrated Process Planning and Scheduling Problem With Reconfigurable Manufacturing Cells","authors":"Haoxin Guo;Jianhua Liu;Cunbo Zhuang;Hongliang Dong;Feng Zhang","doi":"10.1109/TSMC.2025.3548120","DOIUrl":"https://doi.org/10.1109/TSMC.2025.3548120","url":null,"abstract":"Manufacturing scheduling research has often overlooked the complexities of dynamic product assembly and testing scenarios, particularly those involving reconfigurable manufacturing cells (RMCs) and the integration of process planning and scheduling. This article addresses the problem of Dynamic Integrated Process Planning and Scheduling with RMCs, a novel and complex challenge in modern manufacturing systems. A variable-fidelity surrogate-assisted hyper-heuristic algorithm is proposed, which strategically integrates process planning and scheduling tasks to reduce computation time while improving solution quality. Unlike existing methods, our approach uses surrogate models to approximate expensive evaluations, significantly enhancing computational efficiency. In experiments, our method outperformed the second-best approach by 42.4% and the least effective method by 56.6% in terms of computational efficiency, demonstrating its capability to manage dynamic scheduling and cell reconfiguration challenges in large-scale, real-world manufacturing environments.","PeriodicalId":48915,"journal":{"name":"IEEE Transactions on Systems Man Cybernetics-Systems","volume":"55 6","pages":"3892-3905"},"PeriodicalIF":8.6,"publicationDate":"2025-03-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144073270","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

What Contributes More to the Robustness of Heterophilic Graph Neural Networks? 什么对异亲图神经网络的鲁棒性贡献更大？

IF 8.6 1区计算机科学

IEEE Transactions on Systems Man Cybernetics-Systems Pub Date : 2025-03-21 DOI: 10.1109/TSMC.2025.3548860

Junyuan Fang;Han Yang;Jiajing Wu;Zibin Zheng;Chi K. Tse

{"title":"What Contributes More to the Robustness of Heterophilic Graph Neural Networks?","authors":"Junyuan Fang;Han Yang;Jiajing Wu;Zibin Zheng;Chi K. Tse","doi":"10.1109/TSMC.2025.3548860","DOIUrl":"https://doi.org/10.1109/TSMC.2025.3548860","url":null,"abstract":"In recent years, graph neural networks (GNNs) have gained significant attention due to their outstanding performance on graph-related tasks by utilizing neighborhood aggregation. However, traditional GNNs are primarily designed based on the homophily assumption, which means that they show poor performance on heterophilic networks where dissimilar nodes prefer to connect. To address this issue, several heterophilic GNNs have been proposed that employ techniques, such as extending local neighbors and improving GNN architectures. From another perspective, recent studies have shown that, unlike homophilic GNNs, heterophilic GNNs exhibit higher robustness against graph adversarial attacks. In these attacks, the attackers try to inject small perturbations into the graph. Therefore, in this study, we delve into the core designs of heterophilic GNNs, including high-order neighbor, potential neighbor, ego-neighbor separation, and interlayer combination designs. We further analyze the influence of these key designs on the robustness of GNNs. We conducted comprehensive experiments to compare the impact of different designs on baseline and real-world GNN models. The findings of this work can serve as a reference for future studies aiming to design more robust and universal GNNs.","PeriodicalId":48915,"journal":{"name":"IEEE Transactions on Systems Man Cybernetics-Systems","volume":"55 6","pages":"3989-4000"},"PeriodicalIF":8.6,"publicationDate":"2025-03-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144073052","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Data-Driven Control for Continuous-Time Delayed Systems Under Denial-of-Service Attacks and Unknown Measurement Noise 拒绝服务攻击和未知测量噪声下连续时滞系统的数据驱动控制

IF 8.6 1区计算机科学

IEEE Transactions on Systems Man Cybernetics-Systems Pub Date : 2025-03-21 DOI: 10.1109/TSMC.2025.3548663

Yi Zou;Engang Tian;Huwei Chen

{"title":"Data-Driven Control for Continuous-Time Delayed Systems Under Denial-of-Service Attacks and Unknown Measurement Noise","authors":"Yi Zou;Engang Tian;Huwei Chen","doi":"10.1109/TSMC.2025.3548663","DOIUrl":"https://doi.org/10.1109/TSMC.2025.3548663","url":null,"abstract":"This article proposes a novel data-driven approach for studying the stabilization of continuous-time delayed systems (CDSs) with both unknown model parameters and denial-of-service (DoS) attacks. Due to the effects of DoS attacks, such controlled CDSs can be viewed as a switched system with two modes: a stable mode during dormant intervals and an unstable one during attack intervals. Because of the switching character of the CDS with DoS attacks, some well-known data-driven control methods can not be used directly. To tackle this issue, a new relationship between the dormancy and activation periods of DoS attacks is built, which offers a more reasonable description of DoS attacks. Additionally, in the presence of measurement noise, a novel lemma (<xref>Lemma 3</xref>) is introduced to establish a data-based representation of CDSs using noisy measurement data. Without the need of explicit system parameter identification, stabilization criteria and control gain matrix are derived solely based on the input-state data. Finally, the effectiveness and good performance of the proposed method are illustrated through a numerical example and a power system.","PeriodicalId":48915,"journal":{"name":"IEEE Transactions on Systems Man Cybernetics-Systems","volume":"55 6","pages":"3814-3823"},"PeriodicalIF":8.6,"publicationDate":"2025-03-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144073248","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0