- Patent Title: Systems and methods for generating a boundary of a footprint of uncertainty for an interval type-2 membership function based on a transformation of another boundary
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Application No.: US16717108Application Date: 2019-12-17
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Publication No.: US11941545B2Publication Date: 2024-03-26
- Inventor: Md Rajibul Huq , Alec Stothert
- Applicant: The MathWorks, Inc.
- Applicant Address: US MA Natick
- Assignee: The MathWorks, Inc.
- Current Assignee: The MathWorks, Inc.
- Current Assignee Address: US MA Natick
- Agency: Cesari and McKenna, LLP
- Main IPC: G06N5/04
- IPC: G06N5/04 ; G06N5/048 ; G06N7/02

Abstract:
Systems and methods may generate a boundary of a FOU for an interval type-2 MF based on a transformation of another boundary of the FOU. The systems and methods may receive a plurality of parameters for a type-1 MF that defines a boundary of the FOU for the interval type-2 MF and may receive at least one other parameter. The systems and methods may generate, based on a transformation of the type-1 MF utilizing the at least one parameter, a type-1 MF that defines a different boundary of the FOU. The system and methods may adjust the plurality of parameters and the at least one second parameter to adjust the FOU for use in a model representing, for example, a real-world physical system, where execution of the model executes a fuzzy inference system and generates results representing a behavior of the real-world physical system.
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