A new method for fuzzy interpolative reasoning based on ranking values of polygonal fuzzy sets and automatically generated weights of fuzzy rules

机译：基于多边形模糊集的排名值的模糊插值推理的一种新方法，并自动生成模糊规则权重

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摘要

This paperproposes a new fuzzy interpolative reasoning method for sparse fuzzy rule-based systems based on ranking values of polygonal fuzzy sets and automatically generated weights of fuzzy rules. The experimental results show that the proposed method can overcome the drawbacks of the existing method for fuzzy interpolative reasoning in sparse fuzzy rule-based systems.

机译：本文基于多边形模糊集的排序值，自动生成模糊规则权重的基于稀疏模糊规则系统的新模糊插值推理方法。实验结果表明，该方法可以克服稀疏模糊规则系统中的模糊插值推理现有方法的缺点。

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《International Conference on Machine Learning and Cybernetics》|2015年||共6页
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作者
Shou-Hsiung Cheng; Shyi-Ming Chen; Chia-Ling Chen;
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正文语种
中图分类自动推理、机器学习;
关键词
Fuzzy interpolative reasoning; Polygonal fuzzy sets; Ranking values; Sparse fuzzy rule-based systems;

机译：模糊插值推理;多边形模糊套;排名值;稀疏模糊规则的系统;

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专利

1. Fuzzy interpolative reasoning based on ranking values of polygonal fuzzy sets and automatically generated weights of fuzzy rules [J] . Cheng Shou-Hsiung, Chen Shyi-Ming, Chen Chia-Ling Information Sciences: An International Journal . 2015,第Null期

机译：基于多边形模糊集的排序值和自动生成的模糊规则权重的模糊插值推理
2. Weighted fuzzy interpolated reasoning based on ranking values of polygonal fuzzy sets and new scale and move transformation techniques [J] . Chen Shyi-Ming, Adam Stenly Ibrahim Information Sciences: An International Journal . 2018,第期

机译：基于多边形模糊集和新规模的排名值的加权模糊插值推理及移动变换技术
3. Fuzzy interpolative reasoning for sparse fuzzy rule-based systems based on the ranking values of fuzzy sets [J] . Li-Wei Lee, Shyi-Ming Chen Expert systems with applications . 2008,第3期

机译：基于模糊集排序值的稀疏模糊规则系统的模糊插值推理
4. A new method for fuzzy interpolative reasoning based on ranking values of polygonal fuzzy sets and automatically generated weights of fuzzy rules [C] . Shou-Hsiung Cheng, Shyi-Ming Chen, Chia-Ling Chen International Conference on Machine Learning and Cybernetics . 2015

机译：基于多边形模糊集的排序值和自动生成的模糊规则权重的模糊插值推理新方法
5. A model validation methodology for isolating inconsistent knowledge between fuzzy rule-based and quantitative models using fuzzy simulation [D] . Kim, Gyooseok 1998

机译：一种使用模糊模拟隔离基于规则的模糊模型和定量模型之间的不一致知识的模型验证方法
6. Complex Fuzzy Set-Valued Complex Fuzzy Measures and Their Properties [O] . Shengquan Ma, Shenggang Li -1

机译：复模糊集值复模糊测度及其性质
7. IVTURS: A linguistic fuzzy rule-based classification system based on a new interval-valued fuzzy reasoning method with tuning and rule selection [O] . Sanz Delgado, José Antonio, Fernández, Alberto, Bustince Sola, Humberto, 2013

机译：IVTURS：基于语言模糊规则的分类系统，基于带有调整和规则选择的新区间值模糊推理方法
8. Measuring uncertainty by extracting fuzzy rules using rough sets and extracting fuzzy rules under uncertainty and measuring definability using rough sets [R] . Worm, Jeffrey A., Culas, Donald E. 1991

机译：通过粗糙集提取模糊规则并在不确定条件下提取模糊规则并使用粗糙集测量可定义性来测量不确定性

A new method for fuzzy interpolative reasoning based on ranking values of polygonal fuzzy sets and automatically generated weights of fuzzy rules

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