Fuzzy interpolation curve modelling of earthquake magnitude data
This research discussed on developing the fuzzy interpolation curve model which only used spline and B-spline functions in designing curve interpolation. The development of this model is used fuzzy set theory and more specifically fuzzy number concepts since the modeling problem is focused on...
| Main Authors: | , , , |
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| Format: | Proceedings |
| Language: | English English |
| Published: |
IOP Publishing Ltd
2022
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| Subjects: | |
| Online Access: | https://eprints.ums.edu.my/id/eprint/41679/1/ABSTRACT.pdf https://eprints.ums.edu.my/id/eprint/41679/2/FULL%20TEXT.pdf |
| _version_ | 1825715906559344640 |
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| author | Rozaimi Zakaria A N Jifrin , S N Jaman Rodeano Roslee |
| author_facet | Rozaimi Zakaria A N Jifrin , S N Jaman Rodeano Roslee |
| author_sort | Rozaimi Zakaria |
| collection | UMS |
| description | This research discussed on developing the fuzzy interpolation curve
model which only used spline and B-spline functions in designing curve
interpolation. The development of this model is used fuzzy set theory and more
specifically fuzzy number concepts since the modeling problem is focused on
modeling data. These data are known as uncertainty data and defined through
fuzzy numbers which the properties of these data set belong to fuzzy numbers.
There are also several steps to be implemented to obtain the crisp fuzzy model
of crisp fuzzy data. These steps include fuzzification and defuzzification. For
the fuzzification process which used alpha-cut triangular fuzzy numbers, an
enhancement is also applied in process of determining the value of alpha based
on the fuzzy data in triangular form. A numerical example is implemented to
show the fuzzy interpolation curve modeling in which earthquake magnitude
data are selected. |
| first_indexed | 2024-12-09T00:53:14Z |
| format | Proceedings |
| id | ums.eprints-41679 |
| institution | Universiti Malaysia Sabah |
| language | English English |
| last_indexed | 2024-12-09T00:53:14Z |
| publishDate | 2022 |
| publisher | IOP Publishing Ltd |
| record_format | dspace |
| spelling | ums.eprints-416792024-11-01T01:16:23Z https://eprints.ums.edu.my/id/eprint/41679/ Fuzzy interpolation curve modelling of earthquake magnitude data Rozaimi Zakaria A N Jifrin , S N Jaman Rodeano Roslee TA1-2040 Engineering (General). Civil engineering (General) TA630-695 Structural engineering (General) This research discussed on developing the fuzzy interpolation curve model which only used spline and B-spline functions in designing curve interpolation. The development of this model is used fuzzy set theory and more specifically fuzzy number concepts since the modeling problem is focused on modeling data. These data are known as uncertainty data and defined through fuzzy numbers which the properties of these data set belong to fuzzy numbers. There are also several steps to be implemented to obtain the crisp fuzzy model of crisp fuzzy data. These steps include fuzzification and defuzzification. For the fuzzification process which used alpha-cut triangular fuzzy numbers, an enhancement is also applied in process of determining the value of alpha based on the fuzzy data in triangular form. A numerical example is implemented to show the fuzzy interpolation curve modeling in which earthquake magnitude data are selected. IOP Publishing Ltd 2022 Proceedings PeerReviewed text en https://eprints.ums.edu.my/id/eprint/41679/1/ABSTRACT.pdf text en https://eprints.ums.edu.my/id/eprint/41679/2/FULL%20TEXT.pdf Rozaimi Zakaria and A N Jifrin and , S N Jaman and Rodeano Roslee (2022) Fuzzy interpolation curve modelling of earthquake magnitude data. https://www.researchgate.net/publication/365723099_Fuzzy_Interpolation_Curve_Modelling_of_Earthquake_Magnitude_Data |
| spellingShingle | TA1-2040 Engineering (General). Civil engineering (General) TA630-695 Structural engineering (General) Rozaimi Zakaria A N Jifrin , S N Jaman Rodeano Roslee Fuzzy interpolation curve modelling of earthquake magnitude data |
| title | Fuzzy interpolation curve modelling of earthquake magnitude data |
| title_full | Fuzzy interpolation curve modelling of earthquake magnitude data |
| title_fullStr | Fuzzy interpolation curve modelling of earthquake magnitude data |
| title_full_unstemmed | Fuzzy interpolation curve modelling of earthquake magnitude data |
| title_short | Fuzzy interpolation curve modelling of earthquake magnitude data |
| title_sort | fuzzy interpolation curve modelling of earthquake magnitude data |
| topic | TA1-2040 Engineering (General). Civil engineering (General) TA630-695 Structural engineering (General) |
| url | https://eprints.ums.edu.my/id/eprint/41679/1/ABSTRACT.pdf https://eprints.ums.edu.my/id/eprint/41679/2/FULL%20TEXT.pdf |
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