Controllability of multi‐agent systems under directed topology

Guan, Yongqiang; Ji, Zhijian; Zhang, Linlin; Wang, Long

doi:10.1002/rnc.3798

Cited by 76 publications

(39 citation statements)

References 36 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…Chinese culture can be regarded as the most significant component in cross-cultural communication. Of note, we also find that certain advanced western culture can be potentially regarded as a direction for reforming China's English education [3]. Education is a potential mean of affecting human behavior, which runs through social development [4].…”

Section: Introduction and Settingmentioning

confidence: 68%

Research on China English Teaching Based on Multi-elements Analysis

Liu¹,

Mou-qing²,

Tan³

et al. 2017

Advances in Computer Science Research

View full text Add to dashboard Cite

Abstract. The main purpose of this paper is to explore how the training method in English teaching is affected by the language cultural differences between Chinese and English. We focus on the analysis the pros and cons of education system in China and America. For instance, the basic expression of language, the sentence structure, and differences of pragmatics would have a great influence for impacting future language education. Moreover, according to the analysis on actual data, we find that similar to the education model of the combination of Chinese and English should be widely applied into future English teaching. Overall, we hope our analysis and proposal could as a reference for enhancing the quality of future English teaching.

show abstract

Section: Introduction and Settingmentioning

confidence: 68%

Research on China English Teaching Based on Multi-elements Analysis

Liu¹,

Mou-qing²,

Tan³

et al. 2017

Advances in Computer Science Research

View full text Add to dashboard Cite

show abstract

“…Let

π_{AEP}^{*} false(i_{1}, …, i_{m} false)

represent the maximal AEP relative to { i 1 ,…, i m }. For a given digraph

scriptG

and nodes i 1 ,…, i m ,

π_{AEP}^{*} false(i_{1}, …, i_{m} false)

is always existed uniquely (see, eg, the works of Zhang et al and Guan et al for the details).…”

Section: Preliminaries and Basic Lemmasmentioning

confidence: 99%

“…Especially, a plenty of graphic methods and tools have been used to study controllability of MAS. For example, graph partition techniques are employed to study MAS controllability, including equitable partition (EP), almost EP, and distance partition . On the other hand, the effectiveness of some special graphs structure on MAS controllability has been investigated and some necessary and/or sufficient graphical conditions have been established.…”

Section: Introductionmentioning

confidence: 99%

Target controllability of multiagent systems under fixed and switching topologies

Guan

Wang

2019

Intl J Robust & Nonlinear

Self Cite

View full text Add to dashboard Cite

Summary In this article, the target controllability of multiagent systems under fixed and switching topologies is investigated, respectively. In the fixed topology setting, some necessary and/or sufficient algebraic and graph‐theoretic conditions are proposed, and the target controllable subspace is quantitatively studied by virtue of almost equitable graph vertex partitions. In the switching topology setting, based on the concepts of the invariant subspace and the target controllable state set, some necessary and sufficient algebraic conditions are obtained. Moreover, the target controllability is studied from the union graph perspective. The results show that when the union graph of all the possible topologies is target controllable, the multiagent system would be target controllable even if each of its subsystems is not. Numerical simulations are provided finally to verify the effectiveness of the theoretical results.

show abstract

“…Moreover, although the traditional methods of computational simulation can address a variety of complex systems, it is only a possible mean for the computer experiment methods [2,3]. In foreign research, scholars usually adopt social simulation mode for the study of social problems, which can take reasonable research for society, management and scientific problem complexity and is expected to explore the rules behind of social activity [4].…”

Section: Introductionmentioning

confidence: 99%

An Overview of Approach of Social Computing and Experimental Simulation

Tan

Cai

Gu³

et al. 2017

Advances in Computer Science Research

View full text Add to dashboard Cite

Abstract. In this current article, it is endeavor to explore the possible methods that are from qualitative to quantitative and also combine computer technology to address social system interaction. A distributed paralleled model based on social computing is established to analyze different experiment data and wish to overcome the limitations of complex systems. At the same time, some simulation results will be illustrated in the follow section to further prove the feasibility of experiment.

show abstract

Controllability of multi‐agent systems under directed topology

Cited by 76 publications

References 36 publications

Research on China English Teaching Based on Multi-elements Analysis

Research on China English Teaching Based on Multi-elements Analysis

Target controllability of multiagent systems under fixed and switching topologies

An Overview of Approach of Social Computing and Experimental Simulation

Contact Info

Product

Resources

About