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Advances in Complex Systems最新文献

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Influence of Network Structure and Agent Property on System Performance 网络结构和代理属性对系统性能的影响
IF 0.4 4区 数学
Advances in Complex Systems Pub Date : 2023-12-01 DOI: 10.1142/s021952592350011x
Hongzhong Deng, Ji Li, Hongqian Wu, Bingfeng Ge
{"title":"Influence of Network Structure and Agent Property on System Performance","authors":"Hongzhong Deng, Ji Li, Hongqian Wu, Bingfeng Ge","doi":"10.1142/s021952592350011x","DOIUrl":"https://doi.org/10.1142/s021952592350011x","url":null,"abstract":"","PeriodicalId":50871,"journal":{"name":"Advances in Complex Systems","volume":null,"pages":null},"PeriodicalIF":0.4,"publicationDate":"2023-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138609137","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Hypermatrix Algebra and Irreducible Arity in Higher-Order Systems: Concepts and Perspectives 高阶系统中的超矩阵代数与不可约性:概念与观点
4区 数学
Advances in Complex Systems Pub Date : 2023-11-09 DOI: 10.1142/s0219525923500078
Carlos Zapata-Carratala, Maximilian Schich, Taliesin Beynon, Xerxes D. Arsiwalla
{"title":"Hypermatrix Algebra and Irreducible Arity in Higher-Order Systems: Concepts and Perspectives","authors":"Carlos Zapata-Carratala, Maximilian Schich, Taliesin Beynon, Xerxes D. Arsiwalla","doi":"10.1142/s0219525923500078","DOIUrl":"https://doi.org/10.1142/s0219525923500078","url":null,"abstract":"Theoretical and computational frameworks of complexity science are dominated by binary structures. This binary bias, seen in the ubiquity of pair-wise networks and formal binary operations in mathematical models, limits our capacity to faithfully capture irreducible polyadic interactions in higher-order systems. A paradigmatic example of a higher-order interaction is the Borromean link of three interlocking rings. In this paper, we propose a mathematical framework via hypergraphs and hypermatrix algebras that allows to formalize such forms of higher-order bonding and connectivity in a parsimonious way. Our framework builds on and extends current techniques in higher-order networks — still mostly rooted in binary structures such as adjacency matrices — and incorporates recent developments in higher-arity structures to articulate the compositional behavior of adjacency hypermatrices. Irreducible higher-order interactions turn out to be a widespread occurrence across natural sciences and socio-cultural knowledge representation. We demonstrate this by reviewing recent results in computer science, physics, chemistry, biology, ecology, social science, and cultural analysis through the conceptual lens of irreducible higher-order interactions. We further speculate that the general phenomenon of emergence in complex systems may be characterized by spatio-temporal discrepancies of interaction arity.","PeriodicalId":50871,"journal":{"name":"Advances in Complex Systems","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-11-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135191254","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Ride Comfort of Patient Transport Robot Chassis 病人运输机器人底盘的乘坐舒适性
4区 数学
Advances in Complex Systems Pub Date : 2023-11-03 DOI: 10.1142/s1793962323500551
Ya Chen, Zhiguo Cui, Dianjun Wang, Yadong Zhu, Peng Wang
{"title":"Ride Comfort of Patient Transport Robot Chassis","authors":"Ya Chen, Zhiguo Cui, Dianjun Wang, Yadong Zhu, Peng Wang","doi":"10.1142/s1793962323500551","DOIUrl":"https://doi.org/10.1142/s1793962323500551","url":null,"abstract":"","PeriodicalId":50871,"journal":{"name":"Advances in Complex Systems","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-11-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135868448","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Dynamic Risk Assessment Method for Road Transport of Hazardous Chemicals Based on BP Neural Network Algorithm 基于BP神经网络算法的危险化学品公路运输动态风险评估方法
4区 数学
Advances in Complex Systems Pub Date : 2023-11-03 DOI: 10.1142/s1793962324410150
Linlin lu, Lecai Liang, Jing Zhou, Shuifen Zhan, Rong Zhuang
{"title":"Dynamic Risk Assessment Method for Road Transport of Hazardous Chemicals Based on BP Neural Network Algorithm","authors":"Linlin lu, Lecai Liang, Jing Zhou, Shuifen Zhan, Rong Zhuang","doi":"10.1142/s1793962324410150","DOIUrl":"https://doi.org/10.1142/s1793962324410150","url":null,"abstract":"","PeriodicalId":50871,"journal":{"name":"Advances in Complex Systems","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-11-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135868265","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
An evolutionary model of social network structure driven by information interaction 信息交互驱动下的社会网络结构演化模型
4区 数学
Advances in Complex Systems Pub Date : 2023-11-03 DOI: 10.1142/s0219525923500108
Fuzhong Nian, Jianjian Zhou, Yinuo Qian
{"title":"An evolutionary model of social network structure driven by information interaction","authors":"Fuzhong Nian, Jianjian Zhou, Yinuo Qian","doi":"10.1142/s0219525923500108","DOIUrl":"https://doi.org/10.1142/s0219525923500108","url":null,"abstract":"","PeriodicalId":50871,"journal":{"name":"Advances in Complex Systems","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-11-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135869169","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Identifying vital nodes in complex network by considering multiplex influences 考虑多重影响的复杂网络关键节点识别
4区 数学
Advances in Complex Systems Pub Date : 2023-11-01 DOI: 10.1142/s0219525923500091
Tao Ren, Yanjie Xu, Lingjun Liu, Enming Guo, Pengyu Wang
{"title":"Identifying vital nodes in complex network by considering multiplex influences","authors":"Tao Ren, Yanjie Xu, Lingjun Liu, Enming Guo, Pengyu Wang","doi":"10.1142/s0219525923500091","DOIUrl":"https://doi.org/10.1142/s0219525923500091","url":null,"abstract":"","PeriodicalId":50871,"journal":{"name":"Advances in Complex Systems","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135216364","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Uniform Placement of Alters on Spherical Surface (U-PASS) for Ego-Centric Networks with Community Structure and Alter Attributes 具有社区结构和改变属性的自我中心网络球面上改变点的均匀放置(U-PASS)
4区 数学
Advances in Complex Systems Pub Date : 2023-10-31 DOI: 10.1142/s0219525923400039
Emily Chao-Hui Huang, Frederick Kin Hing Phoa
{"title":"A Uniform Placement of Alters on Spherical Surface (U-PASS) for Ego-Centric Networks with Community Structure and Alter Attributes","authors":"Emily Chao-Hui Huang, Frederick Kin Hing Phoa","doi":"10.1142/s0219525923400039","DOIUrl":"https://doi.org/10.1142/s0219525923400039","url":null,"abstract":"An ego-centric network consists of a particular node (ego) that has relationships to all neighboring nodes (alters) in the network. Such network serves as an important tool to study the network structure of alters of the ego, and it is essential to present such network with good visualization. This work aims at introducing an efficient method, namely the Uniform Placement of Alters on Spherical Surface (U-PASS), to represent an ego-centric network so that all alters are scattered on the surface of the unit sphere uniformly. Unlike other simple uniformity that considers to maximize Euclidean distances among nodes, U-PASS is a three-stage method that spreads the alters with the consideration of existing edges among alters, no overlapping of node clusters, and node attribute information. Particle swarm optimization is employed to improve efficiency in node allocations. To guarantee the uniformity, we show the connection between our U-PASS to the minimum energy design on a two-dimensional flat plane with a specific gradient. Our simulation study shows good performance of U-PASS in terms of some distance statistics when compared to four state-of-the-art methods via self-organizing maps and force-driven approaches. We use a Facebook network to illustrate how this ego-centric network looks different after the alter nodes are allocated via our U-PASS.","PeriodicalId":50871,"journal":{"name":"Advances in Complex Systems","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-10-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135765348","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A multi-sensor fusion method for static Chinese sign language recognition using DE–XGBoost 基于DE-XGBoost的静态汉语手语识别多传感器融合方法
4区 数学
Advances in Complex Systems Pub Date : 2023-10-31 DOI: 10.1142/s1793962325410016
Xiaoyang Lu, Yanjun Liu
{"title":"A multi-sensor fusion method for static Chinese sign language recognition using DE–XGBoost","authors":"Xiaoyang Lu, Yanjun Liu","doi":"10.1142/s1793962325410016","DOIUrl":"https://doi.org/10.1142/s1793962325410016","url":null,"abstract":"Static Chinese Sign Language Recognition (SCSLR) is an important field of research in human–computer interaction and assistive technology. Traditional SCSLR methods usually rely on computer vison sensors, which are susceptible to effects such as hand shapes, lighting conditions, and occlusions, resulting in low recognition accuracy. Additionally, sensor-based SCSLR methods cannot achieve high recognition accuracy due to limited hand gesture information. In this paper, we propose a multi-sensor fusion method, using a DE–XGBoost model, to fuse the information of hand gesture and finger curvature to achieve the SCSLR, which can overcome the recognition error problems caused by insufficient sign language information. In addition, we design and implement a prototype system, which consists of a smartphone and a smart glove, to evaluate our proposed method in comparison with support vector machine (SVM), XGBoost, gcForest, and artificial neural network (ANN). Experimental results show that our proposed method achieves a better performance in terms of accuracy, robustness, and real-time processing.","PeriodicalId":50871,"journal":{"name":"Advances in Complex Systems","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-10-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135765492","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Review of the Application of Modeling and Estimation method in System Identification for Nonlinear State-space Models 建模与估计方法在非线性状态空间模型系统辨识中的应用综述
4区 数学
Advances in Complex Systems Pub Date : 2023-10-20 DOI: 10.1142/s179396232350054x
Xiaonan Li, Ping Ma, Tao Chao, Ming Yang
{"title":"Review of the Application of Modeling and Estimation method in System Identification for Nonlinear State-space Models","authors":"Xiaonan Li, Ping Ma, Tao Chao, Ming Yang","doi":"10.1142/s179396232350054x","DOIUrl":"https://doi.org/10.1142/s179396232350054x","url":null,"abstract":"","PeriodicalId":50871,"journal":{"name":"Advances in Complex Systems","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-10-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135566821","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Luck of Outcome in the Talent Versus Luck Model 天赋vs运气模型中的运气因素
4区 数学
Advances in Complex Systems Pub Date : 2023-10-20 DOI: 10.1142/s021952592350008x
Hiroshi Hamada
{"title":"Luck of Outcome in the Talent Versus Luck Model","authors":"Hiroshi Hamada","doi":"10.1142/s021952592350008x","DOIUrl":"https://doi.org/10.1142/s021952592350008x","url":null,"abstract":"","PeriodicalId":50871,"journal":{"name":"Advances in Complex Systems","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-10-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135567737","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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