2004Unpublished venueRequires access

A fuzzy approach to the prisoner's dilemma game using fuzzy expected value models

Raj Mathew, M. R. Kaimal

Open publisher page 5 citations

Abstract

A game is a decision-making situation with many players, having objectives that partly or completely conflict with each other. The attitude of the players such as moral or philosophical motives, which are important in taking the optimal decision, are better modeled using fuzzy set theory. Prisoner's dilemma is important in the study of game theory because the payoff structure associated with it arises in various strategic situations in real life. Therefore it is important to consider prisoner's dilemma under the framework of fuzzy models. In this paper the idea of the expected value of a fuzzy variable is used as a tool to analyze a fuzzy approach to the prisoner's dilemma game and some useful conclusions are reached regarding the selection of optimal strategies.

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What this paper is about

A game is a decision-making situation with many players, having objectives that partly or completely conflict with each other. The attitude of the players such as moral or philosophical motives, which are important in taking the optimal decision, are better modeled using fuzzy set theory. Prisoner's dilemma is important in the study of game theory because the payoff structure associated with it arises in various strategic situations in real life. Therefore it is important to consider prisoner's dilemma under the framework of fuzzy models. In this paper the idea of the expected value of a fuzzy variable is used as a tool to analyze a fuzzy approach to the prisoner's dilemma game and some useful conclusions are reached regarding the selection of optimal strategies.

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OpenAlex reports 5 citations for this work. Citation counts describe recorded attention and do not establish research quality.

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Available abstract

A game is a decision-making situation with many players, having objectives that partly or completely conflict with each other. The attitude of the players such as moral or philosophical motives, which are important in taking the optimal decision, are better modeled using fuzzy set theory. Prisoner's dilemma is important in the study of game theory because the payoff structure associated with it arises in various strategic situations in real life. Therefore it is important to consider prisoner's dilemma under the framework of fuzzy models. In this paper the idea of the expected value of a fuzzy variable is used as a tool to analyze a fuzzy approach to the prisoner's dilemma game and some useful conclusions are reached regarding the selection of optimal strategies.

Key concepts: Superrationality, Prisoner's dilemma, Traveler's dilemma, Dilemma, Game theory, Fuzzy logic, Stochastic game, Computer science

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