Agent behaviors and coordinative mechanism

Zheng, Xiaojing; Xu, Xusong; Luo, Cui Cui

doi:10.1108/03684921211276765

Cited by 4 publications

(3 citation statements)

References 22 publications

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“…The specification meaning should be seen in Remark 1 and Remark 2 in Supplementary Material. An example is given to specify this process in Zheng et al [16], to explain the agent's coordination strategy and effort level in the stochastic cooperative differential game framework. In fact, the rational payoff distributed and the corresponding compensatory is independent of the discount function; the distinction is in detail in the imputation process.…”

Section: Dynamical Shapley Value For Distribution Coalition's Payoffmentioning

confidence: 99%

Optimal Strategies Trajectory with Multi-Local-Worlds Graph

Wang¹,

Zheng²,

Zeng³

et al. 2023

Computers, Materials &Amp; Continua

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This paper constructs a non-cooperative/cooperative stochastic differential game model to prove that the optimal strategies trajectory of agents in a system with a topological configuration of a Multi-Local-World graph would converge into a certain attractor if the system's configuration is fixed. Due to the economics and management property, almost all systems are divided into several independent Local-Worlds, and the interaction between agents in the system is more complex. The interaction between agents in the same Local-World is defined as a stochastic differential cooperative game; conversely, the interaction between agents in different Local-Worlds is defined as a stochastic differential non-cooperative game. We construct a non-cooperative/cooperative stochastic differential game model to describe the interaction between agents. The solutions of the cooperative and noncooperative games are obtained by invoking corresponding theories, and then a nonlinear operator is constructed to couple these two solutions together. At last, the optimal strategies trajectory of agents in the system is proven to converge into a certain attractor, which means that strategies trajectory are certainty as time tends to infinity or a large positive integer. It is concluded that the optimal strategy trajectory with a nonlinear operator of cooperative/noncooperative stochastic differential game between agents can make agents in a certain Local-World coordinate and make the Local-World payment maximize, and can make the all Local-Worlds equilibrated; furthermore, the optimal strategy of the coupled game can converge into a particular attractor that decides the optimal property.

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Section: Dynamical Shapley Value For Distribution Coalition's Payoffmentioning

confidence: 99%

Optimal Strategies Trajectory with Multi-Local-Worlds Graph

Wang¹,

Zheng²,

Zeng³

et al. 2023

Computers, Materials &Amp; Continua

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“…Zheng et al [28] proved that the necessary and sufficient condition for the complex system structure to remain stable is that all agents are familiar with the strategies of other agents in the subsystem, the income is maximised, and the optimal income converges to a certain interval. Moreover, Zheng [29] proved that when time-scale switching occurs, the topology of the agent will change.…”

Section: Construction Of Individual Behaviour Model Of E-commerce Cre...mentioning

confidence: 99%

E-Commerce Credit Network Control Strategy from a Critical Perspective

Zhang

Zheng

2022

Mathematical Problems in Engineering

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Credit problems are the main bottleneck in the development of e-commerce. Both the time and degree of e-commerce credit control directly affect its economic benefits. From the perspective of the criticality of complex systems, this paper explores the control node of e-commerce credit behaviour. Implementing control in this node can not only ensure the stable development of the credit network but also optimise the control cost. This paper constructs a credit behaviour model for the four regulatory behaviours of the transaction subject, analyses the evolution law of the credit network, and determines the critical state of the network. Finally, the paper’s empirical analysis and simulation experiments prove that when the false information in the credit network in the empirical data is 32%, the implementation of credit control has an efficient control effect. Nevertheless, 32% is not a universal result; the specific critical point value needs to be recalculated according to the theoretical derivation of the critical point combined with the actual network. These research results can help regulators obtain the highest regulatory return with the lowest regulatory investment.

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“…In this sense, this problem is degenerated to a multi-player game whatever cooperation game or non-cooperation game is considered or both of them are considered. So, there always exists an equilibrium solution and an optimal strategy [30] .…”

Section: Several Perhaps Important Conjecturesmentioning

confidence: 99%

Social Complex Adaptive System: From Introduction to Several Scientific Conjectures

Zheng¹,

MA²,

SUN³

et al. 2021

DBTF

Self Cite

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Social system is full of complexity, of stochastic dynamic, of criticality, of random diversity and of irrationality, which makes corresponding results hardly to be discovered. In this paper, we focus on drawing a conclusion of the invariant distribution of collective irrational behavior and the characteristics of critical phase transition in the process of system emergence due to the interaction between individuals. We also care about, if several order parameters of the system or environment changes, how the law of the collective behavior state and evolution state would change. Based on our analysis, seven preset conclusions in the aspects of local structure, individual properties and behavior, interaction rules, and environmental changes in complex adaptive systems are proposed.

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Agent behaviors and coordinative mechanism

Cited by 4 publications

References 22 publications

Optimal Strategies Trajectory with Multi-Local-Worlds Graph

Optimal Strategies Trajectory with Multi-Local-Worlds Graph

E-Commerce Credit Network Control Strategy from a Critical Perspective

Social Complex Adaptive System: From Introduction to Several Scientific Conjectures

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