Distributed algorithm design for aggregative games of disturbed multiagent systems over weight-balanced digraphs

2018 ◽  
Vol 28 (17) ◽  
pp. 5344-5357 ◽  
Author(s):  
Zhenhua Deng ◽  
Xiaohong Nian
Keyword(s):  
Multiagent Systems ◽  
Distributed Algorithm ◽  
Algorithm Design ◽  
Aggregative Games

scholarly journals Modeling and Simulation of Complex Network Attributes on Coordinating Large Multiagent System

2014 ◽  
Vol 2014 ◽  
pp. 1-15 ◽  
Author(s):  
Yang Xu ◽  
Xiang Li ◽  
Ming Liu
Keyword(s):  
Complex Network ◽  
Multiagent Systems ◽  
Decision Problem ◽  
Multiagent System ◽  
Algorithm Design ◽  
Distributed Agents ◽  
Coordination Strategies ◽  
Coordination Strategy ◽  
Significant Difference ◽  
Present Simulation

With the expansion of distributed multiagent systems, traditional coordination strategy becomes a severe bottleneck when the system scales up to hundreds of agents. The key challenge is that in typical large multiagent systems, sparsely distributed agents can only communicate directly with very few others and the network is typically modeled as an adaptive complex network. In this paper, we present simulation testbedCoordSimbuilt to model the coordination of network centric multiagent systems. Based on the token-based strategy, the coordination can be built as a communication decision problem that agents make decisions to target communications and pass them over to the capable agents who will potentially benefit the team most. We have theoretically analyzed that the characters of complex network make a significant difference with both random and intelligent coordination strategies, which may contribute to future multiagent algorithm design.

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