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This paper outlines a novel approach for modeling the decision-process of house purchasing utilizing type-3 fuzzy logic. The idea is representing the uncertainty in the decision-making process with type-3 fuzzy logic, which can surpass type-2 and type-1 in this task. The type-3 fuzzy model consists of fuzzy rules that contain expert knowledge in the decision-making process, while type-3 membership functions represent the uncertainty of the linguistic concepts involved in obtaining a decision on house buying. The type-3 fuzzy model was tested with an illustrative application to validate the correctness of the proposal and in the future, we will consider comparing with type-2 and type-1 models to show the advantages of type-3.

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Type-3 Fuzzy Modeling in the Decision of Process for House Purchasing

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  • 发表日期：

    2025年

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  • Patricia Melin

摘要

This paper outlines a novel approach for modeling the decision-process of house purchasing utilizing type-3 fuzzy logic. The idea is representing the uncertainty in the decision-making process with type-3 fuzzy logic, which can surpass type-2 and type-1 in this task. The type-3 fuzzy model consists of fuzzy rules that contain expert knowledge in the decision-making process, while type-3 membership functions represent the uncertainty of the linguistic concepts involved in obtaining a decision on house buying. The type-3 fuzzy model was tested with an illustrative application to validate the correctness of the proposal and in the future, we will consider comparing with type-2 and type-1 models to show the advantages of type-3.