Fuzzy Rule-Based Classifier Design
2016-08-23
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1. Introduction
- Focus of the presentation
- Brief introduction to evolutionary computation
- Brief introduction to fuzzy rule-based classifiers
2. Review of Fuzzy Rule-Based System Research
- Fuzzy rules from human experts
- Accuracy maximization
- Interpretability improvement
- Multiobjective approach
3. Evolutionary Fuzzy Classifier Design
- Evolutionary fuzzy rule selection
- Fuzzy genetics-based machine learning
- Focus of the presentation
- Brief introduction to evolutionary computation
- Brief introduction to fuzzy rule-based classifiers
2. Review of Fuzzy Rule-Based System Research
- Fuzzy rules from human experts
- Accuracy maximization
- Interpretability improvement
- Multiobjective approach
3. Evolutionary Fuzzy Classifier Design
- Evolutionary fuzzy rule selection
- Fuzzy genetics-based machine learning
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基础
设计
规则
模糊
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