On resource distribution in network coordination game

Game theory;Resource distribution;Algorithmic game theory;Network coordination game;Product adoption

Lee, Wei-Chun ; Sundaram ; Hari

关键词: Game theory;    Resource distribution;    Algorithmic game theory;    Network coordination game;    Product adoption;   

Others  :  https://www.ideals.illinois.edu/bitstream/handle/2142/97760/LEE-THESIS-2017.pdf?sequence=1&isAllowed=y

美国|英语

来源: The Illinois Digital Environment for Access to Learning and Scholarship

【 摘 要 】

Product adoption is an important topic from the marketing perspective. People want to understand how a new product penetrates a market. Researchers propose many models to capture product adoption growth as well as the decision-making process for individuals. In this work, we identify the lack of consideration in current research of how much time people spend on their friends and families. We develop a new game-theoretical framework to model how people spend their time. Also, we analyze the extreme cases in this model. In addition, we do extensive simulations to understand the average case performance of the steady state. We find that our resource allocation model is a potential game and the efficiency of the steady state of the game is very good on average.