version: 0.3.0
更新日期: 4.13.2024
主要更新内容:
- 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. - 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。 - 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。
- 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