Introduction of Game theory
Game theory is the mathematical study of how optimal strategies are formulated in situations of conflict and competition involving multiple rational opponents. It investigates decision making when participants must account for competitive interests and the likely responses of others over time. In competitive environments, such as the automobile industry, an organization’s choices like launching a new vehicle model can be significantly impacted by the strategies of other market players. To make effective business decisions, it is essential to anticipate and consider competitors’ potential actions. Game theory provides a structured approach to analyze these interdependent strategies and outcomes, establishing the rules of rational behavior in scenarios where players’ decisions affect one another.
Concept Overview
Defining a "Game"
Types of Game Theory Strategies
- Pure strategy: The player consistently chooses the same course of action. Each participant knows precisely what their opponent will do, allowing them to maximize gains or minimize losses.
- Mixed strategy: Players select among available strategies with fixed probabilities, leading to uncertainty. The goal here is to maximize expected gains or minimize losses, considering multiple possible outcomes.
Classification of Games
Type |
Description |
Two-person game |
Involves exactly two players |
Zero-sum game |
The total amount won by winners equals the total lost by losers |
Non-zero-sum game |
Gains and losses do not equate; both can win or lose |
Pure strategy game |
Each player selects one strategy throughout the game |
Mixed strategy game |
Each player employs different strategies at various times |
Key Elements in Game Theory
- Player: A strategic decision-maker within the context of the game.
- Payoff: The numerical outcome (e.g., money, market share, utility) resulting from a particular set of decisions.
- Payoff matrix: The tabular representation of payoffs for different strategy combinations among players.
- Strategy: A comprehensive list of possible actions available for each player.
- Optimal strategy: The approach that allows a player to optimize their gains or minimize losses without direct knowledge of competitors’ choices.
- Value of the game (V): The expected result when all players employ their optimal strategies.
Basic Assumptions
- Each player has a finite number of possible strategies; these sets may differ.
- Typically, one player seeks to maximize gains while another seeks to minimize losses.
- Decisions are made independently, without communication before play.
- Choices are made and announced simultaneously, ensuring no one benefits from prior knowledge.
- All players are aware of possible payoffs, not just their own but also others’.