DATA MODEL SPECIFIC MATRIX AND GAME THEORY APPLICATIONS

Under conventional game theory models, a deeper analysis of players' mixed strategies through probabilistic methods has become a mainstream analytical approach. By infinitely approaching a fixed probabilistic expected value point, traditional equilibrium algorithms in game theory can calculate equilibrium points. However, in most cases, it is not possible to directly make relevant final predictions in games through probabilistic means. As a result, the practical application of game theory is very limited, making it difficult to be widely applied as a module of applied mathematics. This paper provides an overview of the model architecture for the application of game theory through computational mathematical methods based on matrix model calculations. Although it considers fundamentals similar to Nash equilibrium, there are still essential differences.

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Publication Details

Journal
World Journal of Mathematics and Physics
Published
2024-12-29
DOI
https://doi.org/10.61784/wjmp3011
Primary Topic
Big Data and Business Intelligence
Type
article
Field-Weighted Citation Impact
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article

DATA MODEL SPECIFIC MATRIX AND GAME THEORY APPLICATIONS

World Journal of Mathematics and Physics
Big Data and Business Intelligence
article

DATA MODEL SPECIFIC MATRIX AND GAME THEORY APPLICATIONS

article en

Abstract

Under conventional game theory models, a deeper analysis of players' mixed strategies through probabilistic methods has become a mainstream analytical approach. By infinitely approaching a fixed probabilistic expected value point, traditional equilibrium algorithms in game theory can calculate equilibrium points. However, in most cases, it is not possible to directly make relevant final predictions in games through probabilistic means. As a result, the practical application of game theory is very limited, making it difficult to be widely applied as a module of applied mathematics. This paper provides an overview of the model architecture for the application of game theory through computational mathematical methods based on matrix model calculations. Although it considers fundamentals similar to Nash equilibrium, there are still essential differences.

World Journal of Mathematics and PhysicsVol. 2(2)
Zhejiang Lab (CN)
Openalex Percentile: Top 62%
Big Data and Business Intelligence
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