Evolutionary game theory using agent-based methods
نویسندگان
چکیده
منابع مشابه
Evolutionary game theory using agent-based methods.
Evolutionary game theory is a successful mathematical framework geared towards understanding the selective pressures that affect the evolution of the strategies of agents engaged in interactions with potential conflicts. While a mathematical treatment of the costs and benefits of decisions can predict the optimal strategy in simple settings, more realistic settings such as finite populations, n...
متن کاملAnalysis of the Evolutionary Game Theory in Agent-Based Computational Systems: OPEC Oil-Producing Countries
This study suggests a new method for analysing the behavioral economics issues in the framework of game theory. In this context, bounded rational agents interact with one another in a strategic manner. Therefore, conventional economic modeling techniques are unable to explaine this kind of interactions. In this regard, evolutionary game theory and agent-based modeling are known as the most suit...
متن کاملMathematical approaches or agent-based methods?: Comment on "Evolutionary game theory using agent-based methods" by Christoph Adami et al.
Adami et al. [1] review approaches and results obtained within the evolutionary game theory framework and raise a very important question: how much is our understanding of certain phenomena constrained by our ability to write the equations and do the analytics for those phenomena? Using compelling examples, Adami et al. [1] argue that many realistic biological scenarios are often left unstudied...
متن کاملInvestigation of Game Between Cells in Occurrence of Genetic Mutations Using Evolutionary Game Theory
In this paper, two games that play a role in creating a cancer tumor and suppression are studied using evolutionary game theory and its different modes are analyzed. The first game is the competition between a cancer cell and a healthy cell to receive food through the blood. In the second game, the interaction between the two oncogenes Ras and Myc is examined for cellular deformation
متن کاملEvolutionary Game Theory based Cooperation Algorithm in Multi-agent System
A multi-agent system (MAS) that composed of multiple interacting intelligent agents can be used to solve problems which are difficult or impossible for an individual agent or monolithic system to solve. Since the agent is autonomous and intelligent, it is reasonable to assume that it choice the behavior to bring itself the maximal benefit. Thus, the cooperation and coordination can be achieved ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Physics of Life Reviews
سال: 2016
ISSN: 1571-0645
DOI: 10.1016/j.plrev.2016.08.015