Metadata-Version: 2.1
Name: type2fuzzy
Version: 0.1.42
Summary: Library for type-2 fuzzy logic research
Home-page: https://github.com/carmelgafa/type2fuzzy
Author: Carmel Gafa
Author-email: carmelgafa@gmail.com
License: MIT
Description: # Type2Fuzzy Project
        
        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
        7. Tools to measure the performance of algorithms
        8. 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/carmelgafa/type2fuzzy_examples
        
        
        ## Website
        
        http://t2fuzz.com
        
        ## Change History
        
        ### version 0.1.42 - 11.03.2020
        
        1. type-1 fuzzy variable implemented __str__
        2. type-1 fuzzy variable implemented get_set 
        3. type-1 fuzzy variable add_triangular_set returns created set
        
        ### version 0.1.41 - 10.03.2020
        
        1. Type-1 fuzzy set has a name attribute and a name property
        2. Type-1 fuzzy variable has a name attribute and a name property
        3. Unit tests for above
        
        ### version 0.1.39 - 09.03.2020
        
        1. added type-1 fuzzy variable
        
        ### version 0.1.37 - 07.03.2020
        
        1. Fixed bugs in creation of type-1 fuzzy sets
        2. Moved project in a virtualenv
        3. Added more type-1 fuzzy set unit tests
        
        ### version 0.1.36 - 18.02.2020
        
        1. Added generation of triangular type-1 sets unit test. Removed extended method
        
        ### version 0.1.35 - 18.02.2020
        
        1. Fixed bug in generation of triangular type-1 sets
        
        ### version 0.1.34 - 18.11.2019
        
        1. Ability to [create Interval Type-2 fuzzy sets having a gaussian function with fixed mean and fixed standard deviation](http://t2fuzz.com/type2fuzzy/membership/generate_it2fs.html) as per Karnik and Mendel 1996 - Karnik, Nilesh N., and Jerry M. Mendel. "Introduction to type-2 fuzzy logic systems." 1998 IEEE International Conference on Fuzzy Systems Proceedings. IEEE World Congress on Computational Intelligence (Cat. No. 98CH36228). Vol. 2. IEEE, 1998.
        2. An experimental way to [define General Type-2 fuzzy sets through horizonal slices](http://t2fuzz.com/membership/type2fuzzy/generate_gt2mf.html)
        
        ### version 0.1.33 - 15.11.2019
        
        1. Updated repo information
        
        ### version 0.1.32 - 15.11.2019
        
        1. [Get domain limits for a type-1 fuzzy set](http://t2fuzz.com/type2fuzzy/membership/type1fuzzyset.html#type2fuzzy.membership.type1fuzzyset.Type1FuzzySet.domain_limits)
        
        ### 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/type2fuzzy/membership/intervaltype2fuzzyset.html#type2fuzzy.membership.intervaltype2fuzzyset.IntervalType2FuzzySet.from_general_type2_set)
        3. *Creation of it2fs as found in literature* - [Creation of it2fs as specified by Karnik and Mendel](http://t2fuzz.com/type2fuzzy/membership/generate_it2fs.html)
        
Keywords: type-2 fuzzy,type reduction,gt2fs,it2fs
Platform: UNKNOWN
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Developers
Classifier: Topic :: Software Development :: Build Tools
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.4
Classifier: Programming Language :: Python :: 3.5
Classifier: Programming Language :: Python :: 3.6
Description-Content-Type: text/markdown
