type2fuzzy 0.1.31

Library for type-2 fuzzy logic research

Project Description : version 0.1.31

A type-2 fuzzy logic library providing:

1. Ways to define and work with general type-2 fuzzy sets
2. Ways to define and work with interval type-2 fuzzy sets
3. Ways to generate z-sliced sets from general type-2 fuzzy sets
4. Functions to perform wavy-slice type-reduction (Mendel-John) on general type-2 fuzzy sets
5. Functions to perform interval type-2 reduction (Karnik-Mendel)
6. Functions to perform partial-centroid type-reduction on general type-2 fuzzy sets
7. Functions to perform defuzzification of type-1 fuzzy sets
8. Tools to measure the performance of algorithms
9. Tools to plot general, interval and z-sliced type-2 fuzzy sets and type-1 fuzzy sets. and more

All type2fuzzy wheels distributed on PyPI are BSD licensed.

Examples of how this library was used to work some famous type-2 fuzzy logic papers can be found here:

https://github.com/t2fuzz/type2fuzzy_examples

Website

http://t2fuzz.com

Change History:

version 0.1.31 - 12.11.2019

1. Added library website (http://t2fuzz.com)
2. Convert a gt2fs into an it2fs - An it2fs can be generated form a gt2fs by using from_general_type2_set (http://t2fuzz.com/membership/intervaltype2fuzzyset.html)
3. Creation of it2fs as found in literature - Creation of it2fs as specified by Karnik and Mendel (http://t2fuzz.com/membership/generate_it2fs.html)