Game Theory Assignment Help
Game theory is a mathematical framework or model that helps to conceive social situations Between the players that are competing in a given setup. Under certain contexts, game theory is considered as the sign of strategy which facilitates optimal decision-making of competing actors in any given strategic setup. The game theory was introduced by the famous mathematician John von Neumann and the economist Oskar Morganstern during the 1940s. Sociologists and political thinkers often use game theory thereby applying it to real-world scenarios, thereby reaching a decision which is otherwise may not seem correct or most appropriate for the situation. Previously the old game theory only addressed “zero-sum games”, by virtue of which the participants could gain or lose. In this century, the application of game theory has widened thereby becoming A major logical decision-making model comprising humans, computers, and animals.
In modern times game theory starts with the idea of mixed strategy well there is an equilibrium of two-person zero-sum dreams and Von Neumann's original proof. Thereby becoming a standard method in game theory. Introduced in 1944, the book the Theory of Games and Economic Behaviour is considered a cooperative game comprising several players. the game theory is widely accepted as a significant tool in different fields Where it is being used as a decision-making model.
Basics of Game Theory
The key focus of the game theory is definitely the game that follows the theory, serving as a model of interaction between the actors of players involved in a given setup. the most basic rule of the game is that being off of one player is contingent only on strategies implemented by the other players. The theory explicitly identifies the actors that are involved, highlighting their identities their strategies their preferences, and how such strategies shall influence the outcome. In addition, different other requirements of game theory are necessary. The concept of game theory includes various applications including psychology, politics, economics, evolutionary biology, and business. although there is a huge amount of detail and research available on game theory, it is considered still young and developing.
The game theory is often defined as a situation involving two or more actors who are involved in two quantifiable consequences and are minutely watched for the result or outcome of their participation in such a situation. in understanding game theory there are certain peculiar terms that are commonly used by scientists and researchers, without which the theory would fall flat, without striking reasonableness. such basic terms that are used in game theory shall be discussed in the next section.
Basic terms used in Game Theory
With the help of the following commonly used terms, the study of game theory becomes easier and more familiar for scientists and researchers all over the globe, thereby maintaining uniformity.
- Game: the word game is referred to a set of circumstances whose results are dependent upon the apps or actions committed by the two or more players or actors involved that is the decision-makers.
- Players: The word player denotes the actors or human entity who are involved in the context of the game that is the key decision makers.
- Strategy: the word strategy denotes a complete action plan that the actors or players shall undertake, under any given circumstances, that may arise as the game continues.
- Payoff: The word payoff refers to a quantifiable form of the amount that the players or actors derive by arriving at a specific result or outcome.
- Information Set: The information set is denoted by the available information add a given point in time during the game. It is usually used especially when the game contains a sequential component.
- Equilibrium: the term equilibrium is used for that particular point of time in the game when the actors or players involved have made their decisions and a result has been formed.
Types of Game Theory
Among several kinds of game theories, sequential or simultaneous, symmetric or asymmetric, and cooperative and noncooperative theories are one of the most common. Cooperative game theory involves cooperativeness or coalitions of group, where interaction takes place only when the payoff is known. in a cooperative game theory, the pollution is usually between two or more known players, raising the question of how such a group is formed and how the allocation of the payoff has been made. on the other hand, the non-cooperative game theory involves economic agents, rational in nature, who deal with each other in order to reach their goals. The strategy game is a common - game theory. Some examples of the types of game theories are listed below.
The prisoner’s dilemma
it is one of the most commonly known examples of a game theory which involves a scenario between two criminals who have been arrested for criminal deviance, even though the prosecutor holds no solid evidence against them. In order to receive their confessions, the law enforcement officials separate the prisoners into different rooms to communicate with them separately so that they cannot communicate with each other, thereby strategizing to receive their confession through manipulation.
Impact of Game Theory
The game theory holds an immense impact on Economics and Business by bringing revolutionary change, does critically addressing crucial problems in economics and mathematical models. Before the use of game theory, neoclassical economics faced trouble to comprehend entrepreneurial anticipation, thereby failing to tackle competitions that are imperfect. However, with the help of game theory, the concept of steady-state equilibrium was turned towards a more definite market process.
In terms of business, game theory has facilitated by providing modelling competing behaviours between the players or actors or often known as economic agents. business operations often involve strategic actions which are likely to affect economic gains. However, with the help of game theories, the actors can play or negotiate fairly between themselves thereby reaching a more reasonable outcome than ever.
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The following are the topics for the game theory assignment:
- Flexible prosumers using algorithmic game theory for transactive energy
- Using Algorithmic Game Theory to Compare the Effects of Learning in Bidding Decision-Making Processes
- Altruism in Game Theory: You Must Treat Your Neighbour as You Would Like to Be Treated Yourself
- Using MCDM and Bayesian Game Theory to Bargain Change Orders with Suppliers during New Product Development
- Cohort Shapley value for fairness in algorithms
- Data mining and cooperative game theory can identify the most effective variable.
- A system for eliciting fairness using algorithms
- Improved Personal Protective Equipment (PPE) stock management using game theory during the COVID-19 outbreak
- Strategic resource management and The Dark Triad in a challenging video game
- Network modeling for the supply chain game theory with applications to the Covid-19 pandemic
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