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Research On Group Cooperation Experiment And Simulation Method Based On Evolutionary Game

Posted on:2020-01-24Degree:MasterType:Thesis
Country:ChinaCandidate:X T KangFull Text:PDF
GTID:2370330575968794Subject:Software engineering
Abstract/Summary:PDF Full Text Request
Cooperation is a way of behavior in which individuals and individuals or groups interact with each other in order to obtain a mutually beneficial win-win result or achieve a common goal,so cooperation is a group,a species can survive and multiply.A game is a process in which one or more individuals or teams choose from within their respective prescribed behaviors or strategies under certain conditions,and obtain corresponding benefits according to the corresponding game rules and income matrix.The individual cooperative behavior in the game triggers the generation of dynamic complex networks.Over the years,in order to study the degree of influence of various influencing factors on the level of cooperation in the dynamic game,in order to achieve the best stable balance,the significance and importance of research cooperation behavior in various activities has become increasingly prominent.Although many conclusions about the influencing factors of cooperation level have been obtained in the previous classical simulation experiments,the experimental results are not accurate due to the over idealization of the simulation experimental environment and the rationality of the nodes.It needs to be verified by real-life experiments.However,there are many factors in the real-life experiment,and the number of participants required increases exponentially.Therefore,real-life controlled experiments can only analyze the impact of specific factors on the premise of other factors.In order to ensure the accuracy and comprehensiveness of the experiment,this experimental study is based on the exact same experimental environment and node properties,for several common network structures such as regular networks,small world networks,scale-free networks and game models such as prisoner dilemmas.The snow pile game,the deer hunting game,crossexperiment,respectively,the simulation experiment and the real-life game experiment,and then verify the accuracy of the simulation experiment as accurately and comprehensively as possible.According to the line diagram of the real person experiment and the classical simulation experiment,it can be seen that the cooperation level ratio under the same game model in the real person experiment differs by less than 10%.This experiment shows that,in the real human experiment and simulation experiment,under the same game model,Influenced by the difference in network structure and experimental group,the final level of cooperation and the distribution of collaborators are not the same,but in the small and medium-sized real-life experiment,the network structure has little influence on the level of cooperation.The most important influencing factor is the game model.Income matrix.In the real person experiment,the level of cooperation is influenced by the participants' emotions,environment and other factors,and the simulation experiment is completely rationalized,which is inconsistent with the real social network.Therefore,based on this experiment,it is introduced in the simulation experiment.The uncertainty factor indicator represents the emotional and environmental changes of the real participants,and the simulation experiment is improved to make it closer to the social network in real life.
Keywords/Search Tags:cooperation, game theory, complex network, simulation experiment, human experiment
PDF Full Text Request
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