v0.3.0

version: 0.3.0

更新日期: 4.13.2024

主要更新内容:

1. 新增模糊张量 Fuzztensor。Fuzztensor 基于 Fuzzarray。相比于Fuzzarray，Fuzztensor 增加了以 q-rung orthopair fuzzy
   number 为基本元素的复杂运算，包括 q-rung orthopair fuzzy function 的求导，以及复杂函数的自动微分。 需要注意，q-rung orthopair
   fuzzy function 的求导与计算参考文献如下：

   [1] Gao J, Liang Z, Shang J, et al. Continuities, Derivatives, and Differentials of q-Rung Orthopair Fuzzy Functions[J].
   IEEE Transactions on Fuzzy Systems, 2018, 27(8): 1687–1699.

   [2] Lei Q, Xu Z. Fundamental properties of intuitionistic fuzzy calculus[J]. Knowledge-Based Systems, 2015, 76: 1–16.

   [3] Ai Z, Xu Z, Yager R. R., et al. Q-Rung Orthopair Fuzzy Integrals in the Frame of Continuous Archimedean T-Norms
   and T-Conorms and Their Application[J]. IEEE Transactions on Fuzzy Systems, 2021, 29(5): 996–1007.

   [4] Gao J, Liang Z, Xu Z. Additive Integrals of q-Rung Orthopair Fuzzy Functions[J].
   IEEE Transactions on Cybernetics, 2020, 50(10): 4406–4419.

   [5] Lei Q, Xu Z. Derivative and Differential Operations of Intuitionistic Fuzzy Numbers[J].
   International Journal of Intelligent Systems, 2015, 30(4): 468–498.

2. 设置了全局模糊数类型，默认为 qrofn。修改方法通过 mp.set_mtype() 来进行设置。注意：模糊数类型仅满足 qrofn，ivfn和qrohfn，
   分别表示 q-rung orthopair fuzzy number, inter-valued q-rung orthopair fuzzy number 和 q-rung orthopair hesitant fuzzy number。
3. 对整体结构进行了重构， 优化了计算性能。关键的模糊数计算部分移动至 core 文件。
4. 设置了配置文件，通过 mp.config.Config 可以进行查看。

What's Changed

• Update: 0.2.4-1.31.2024 by @yibocat in #2
• Update: 0.2.8-4.6.2024: Update version 2.8 by @yibocat in #3

Full Changelog: v0.2.4-beta.2...v0.3.0-beta

v0.2.4-beta.2

Full Changelog: v0.2.4-beta.1...v0.2.4-beta.2

v0.2.4-beta.1

Update: 0.2.4-1.17.2024

v0.2.4-beta

0.2.4-1-17.2024

1. Fixed some bugs
2. Fixed the bug of reading csv files
3. Updated some errors that are not prompted by the method

Full Changelog: v0.2.3-beta...v0.2.4-beta

v0.2.3-beta

version: 0.2.3-12-19.2023

Updated the adapted Python version, the adapted Python version 'python > = 3.8 '

Full Changelog: v0.2.2-beta...v0.2.3-beta

v0.2.2-beta

version: 0.2.2-12-17.2023

1. Changed the comparison rule of fuzzy numbers to use score score values for comparison
2. Fixed calculation issue of Choquet integral
3. Fixed the bug of random.choice( ) (replace parameter problem)
4. Fixed the bug that the str2fuzz( ) function may not be able to convert when converting the 'qrohfn' type
5. Updated the random.rand method in the random module, adjusted qrohfn, and added parameters minnum and maxnum to represent the minimum and maximum number of membership degrees

Full Changelog: v0.2.1-beta...v0.2.2-beta

v0.2.1-beta

version: 0.2.1-11-30.2023

1. Fixed bugs in Fuzzarray.md and Fuzzarray.nmd.
2. Fixed comp attribute bug when mtype ='qrohfn'.
3. Fixed addition and multiplication bugs for mtype ='qrohfn'.
4. Fixed some bugs in fuzzset：
   • Fuzzset (None) could not be generated
   • Fixed fuzzset high-dimensional array being expanded
5. Fixed fuzznum failing to generate fuzznum (None)
6. Updated requirements.txt file

Full Changelog: 0.2.0-beta...v0.2.1-beta

v0.2.0-beta

version: 0.2.0

Update Date: 11.29.2023

Main updates:

1. Refactor the core code, update the fuzzy set class to Fuzzarray, and integrate the fuzzy number set into a fuzzy set class Fuzznum;
2. Add regedit, all methods create a new dictionary through'core. Registry () 'and save it to the'regedit' file;
3. Reconstruct the Archimedean computational norm framework, integrate it into the'src 'file, and build the Archimedean regedit dictionary, which can be viewed directly through mohupy.archimedeanDict;
4. Build the Library, and call the registered method through the Library;
5. Create the configuration config folder (subsequent update), currently config only contains the transformation configuration of the T norm, but does not yet support Einstein operations;
6. The original'mohuset 'content is deprecated, and some method names have changed
   • str2num -> str2fuzz
   • asfuzzset -> asfuzzarray
   • is_valid -> isValid
   • is_empty -> isEmpty
   • max -> getmax
   • min -> getmin
   • sum -> getsum
   • prod -> getprod

Noting: 0.2.0 version fixes most of the previous bugs, in addition, versions below the 0.2.0 version are not compatible.

Full Changelog: v0.1.8-beta.2...0.2.0-beta

v0.1.8-beta.2

version: 0.1.8-11.25.2023

1. Fixed the bug that Choquet integral could not be calculated normally

Full Changelog: v0.1.8-beta.1...v0.1.8-beta.2

v0.1.8-beta.1

Fixed some bugs

Full Changelog: v0.1.8-beta...v0.1.8-beta.1