Institute of Computing Technology, Chinese Academy IR
Coreness of cooperative games with truncated submodular profit functions | |
Chen, Wei3; Shan, Xiaohan4; Sun, Xiaoming1,2; Zhang, Jialin1,2 | |
2020-06-24 | |
发表期刊 | THEORETICAL COMPUTER SCIENCE |
ISSN | 0304-3975 |
卷号 | 822页码:49-60 |
摘要 | Coreness represents solution concepts related to core in cooperative games, which captures the stability of players. Motivated by the scale effect in social networks, economics and other scenario, we study the coreness of cooperative game with truncated submodular profit functions. Specifically, the profit function f(.) is defined by a truncation of a submodular function sigma (.): f (.) = sigma (.) if sigma (.) >= eta and f (.) = 0 otherwise, where eta is a given threshold. In this paper, we study the core and three core-related concepts of truncated submodular profit cooperative game. We first prove that whether core is empty can be decided in polynomial time and an allocation in core also can be found in polynomial time when core is not empty. When core is empty, we show hardness results and approximation algorithms for computing other core-related concepts including relative least-core value, absolute least-core value and least average dissatisfaction value. (C) 2020 Elsevier B.V. All rights reserved. |
关键词 | Cooperative game Core Submodular function Social network |
DOI | 10.1016/j.tcs.2020.04.004 |
收录类别 | SCI |
语种 | 英语 |
资助项目 | 973 Program of China[2016YFB1000201] ; National Natural Science Foundation of China[61832003] ; National Natural Science Foundation of China[61761136014] ; National Natural Science Foundation of China[61872334] ; National Natural Science Foundation of China[61433014] ; K. C. Wong Education Foundation ; NSFC for Distinguished 1062 Young Scholars[61525202] ; Beijing 1063 Academy of Artificial Intelligence (BAAI) |
WOS研究方向 | Computer Science |
WOS类目 | Computer Science, Theory & Methods |
WOS记录号 | WOS:000530067300005 |
出版者 | ELSEVIER |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://119.78.100.204/handle/2XEOYT63/15437 |
专题 | 中国科学院计算技术研究所期刊论文_英文 |
通讯作者 | Shan, Xiaohan |
作者单位 | 1.Chinese Acad Sci, Inst Comp Technol, CAS Key Lab Network Data Sci & Technol, Beijing, Peoples R China 2.Univ Chinese Acad Sci, Beijing, Peoples R China 3.Microsoft Res Asia, Beijing, Peoples R China 4.Tsinghua Univ, Dept Comp Sci & Technol, Beijing, Peoples R China |
推荐引用方式 GB/T 7714 | Chen, Wei,Shan, Xiaohan,Sun, Xiaoming,et al. Coreness of cooperative games with truncated submodular profit functions[J]. THEORETICAL COMPUTER SCIENCE,2020,822:49-60. |
APA | Chen, Wei,Shan, Xiaohan,Sun, Xiaoming,&Zhang, Jialin.(2020).Coreness of cooperative games with truncated submodular profit functions.THEORETICAL COMPUTER SCIENCE,822,49-60. |
MLA | Chen, Wei,et al."Coreness of cooperative games with truncated submodular profit functions".THEORETICAL COMPUTER SCIENCE 822(2020):49-60. |
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