Distributed nash equilibrium seeking for heterogeneous second-order nonlinear noncooperative games with communication delays.

IF 3.9 2区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES
Rui Yu, Li Li, Qianyao Wang, Xianchao Zhang, Sixu Lu
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Abstract

This paper investigates the noncooperative game problems over weight-balanced digraphs with communication delays. Compared with existing noncooperative games, a class of noncooperative games that are more aligned with practical systems is discussed, where all agents have uncertain heterogeneous second-order nonlinear dynamics. Then, considering two different types of communication delays, respectively slowly-varying communication delays and fast-varying communication delays, the distributed algorithm is designed to seek the Nash equilibrium (NE). By designing appropriate Lyapunov functions and constructing linear matrix inequalities, the designed algorithm has been proven to be effective, even though second-order nonlinear dynamics and communication delays increase the challenges of system convergence analysis. Furthermore, simulation cases are given to illustrate the validity of the designed algorithm.

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具有通信延迟的异构二阶非线性非合作对策的分布纳什均衡寻求。
研究了具有通信延迟的权平衡有向图上的非合作博弈问题。与已有的非合作对策相比,讨论了一类更符合实际系统的非合作对策,其中所有的agent都具有不确定的异构二阶非线性动力学。然后,考虑两种不同类型的通信延迟,分别为慢变通信延迟和快变通信延迟,设计分布式算法寻求纳什均衡(NE)。通过设计适当的Lyapunov函数和构造线性矩阵不等式,所设计的算法被证明是有效的,尽管二阶非线性动力学和通信延迟增加了系统收敛分析的挑战。最后通过仿真实例验证了所设计算法的有效性。
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来源期刊
Scientific Reports
Scientific Reports Natural Science Disciplines-
CiteScore
7.50
自引率
4.30%
发文量
19567
审稿时长
3.9 months
期刊介绍: We publish original research from all areas of the natural sciences, psychology, medicine and engineering. You can learn more about what we publish by browsing our specific scientific subject areas below or explore Scientific Reports by browsing all articles and collections. Scientific Reports has a 2-year impact factor: 4.380 (2021), and is the 6th most-cited journal in the world, with more than 540,000 citations in 2020 (Clarivate Analytics, 2021). •Engineering Engineering covers all aspects of engineering, technology, and applied science. It plays a crucial role in the development of technologies to address some of the world''s biggest challenges, helping to save lives and improve the way we live. •Physical sciences Physical sciences are those academic disciplines that aim to uncover the underlying laws of nature — often written in the language of mathematics. It is a collective term for areas of study including astronomy, chemistry, materials science and physics. •Earth and environmental sciences Earth and environmental sciences cover all aspects of Earth and planetary science and broadly encompass solid Earth processes, surface and atmospheric dynamics, Earth system history, climate and climate change, marine and freshwater systems, and ecology. It also considers the interactions between humans and these systems. •Biological sciences Biological sciences encompass all the divisions of natural sciences examining various aspects of vital processes. The concept includes anatomy, physiology, cell biology, biochemistry and biophysics, and covers all organisms from microorganisms, animals to plants. •Health sciences The health sciences study health, disease and healthcare. This field of study aims to develop knowledge, interventions and technology for use in healthcare to improve the treatment of patients.
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