首页|Coalition formation problem:a capability-centric analysis and general model

Coalition formation problem:a capability-centric analysis and general model

扫码查看
Coalition formation(CF)refers to reasonably organizing robots and/or humans to form coalitions that can satisfy mission requirements,attracting more and more attention in many fields such as multi-robot collaboration and human-robot collaboration.However,the analysis on CF problems remains limited.To provide a valuable study reference for researchers interested in CF,this paper proposed a capability-centric analysis of the CF problem.The key problem elements of CF are firstly extracted by referencing the concepts of the 5W1H method.That is,objects(who)form coalitions(what)to accomplish missions(why)by aggregating capabilities(how)in a specific environment(where-when).Then,a multi-view analysis of these elements and their correlation in terms of capabilities is proposed through various logic diagrams,structure charts,etc.Finally,to facilitate a deeper understanding of capability-centric CF,a general mathematical model is constructed,demonstrating how the different concepts discussed in this analysis contribute to the overall model.

coalition formationcapability aggregationcapability metricmission requirementenviron-mental effect

Jie CHEN、Miao GUO、Bin XIN、Qing WANG、Shengyu LU、Yipeng WANG、Yulong DING

展开 >

School of Automation,Beijing Institute of Technology,Beijing 100081,China

National Key Lab of Autonomous Intelligent Unmanned Systems,Beijing 100081,China

Department of Control Science and Engineering,Tongji University,Shanghai 201804,China

2024

中国科学:信息科学(英文版)
中国科学院

中国科学:信息科学(英文版)

CSTPCDEI
影响因子:0.715
ISSN:1674-733X
年,卷(期):2024.67(11)