A Course In Fuzzy Systems and Control (IE-Paperback)
暫譯: 模糊系統與控制課程 (IE-平裝本)
Li-Xin Wang
- 出版商: Prentice Hall
- 出版日期: 1996-08-29
- 售價: $980
- 語言: 英文
- ISBN: 9861541306
- ISBN-13: 9789861541303
-
相關分類:
工程數學 Engineering-mathematics、控制系統 Control-systems
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商品描述
<內容簡介>
The Mathematics of Fuzzy Systems and Control
§ 2 Fuzzy Sets and Basic Operations on Fuzzy Sets
§ 3 Further Operations on Fuzzy Sets
§ 4 Fuzzy Relations and the Extension Principle
§ 5 Linguistic Variables and Fuzzy IF-THEN Rules
§ 6 Fuzzy Logic and Approximate Reasoning
II Fuzzy Systems and Their Properties
§ 7 Fuzzy Rule Base and Fuzzy Inference Engine
§ 8 Fuzzifiers and Defuzzifiers
§ 9 Fuzzy Systems as Nonlinear Mappings
§ 10 Approximation Properties of Fuzzy Systems I
§ 11 Approximation Properties of Fuzzy Systems II
III Design of Fuzzy Systems from Input-Output Data
§ 12 Design of Fuzzy Systems Using A Table Look-Up Scheme
§ 13 Design of Fuzzy Systems Using Gradient Descent Training
§ 14 Design of Fuzzy Systems Using Recursive Least Squares
§ 15 Design of Fuzzy Systems Using Clustering
IV Nonadaptive Fuzzy Control
§ 16 The Trial-and-Error Approach to Fuzzy Controller Design
§ 17 Fuzzy Control of Linear Systems I: Stable Controllers
§ 18 Fuzzy Control of Linear Systems II: Optimal and Robust Controllers
§ 19 Fuzzy Control of Nonlinear Systems I: Sliding Control
§ 20 Fuzzy Control of Nonlinear Systems II: Supervisory Control
§ 21 Fuzzy Control of Fuzzy System Models
§ 22 Qualitative Analysis of Fuzzy Control and Hierarchical Fuzzy Systems
V Adaptive Fuzzy Control
§ 23 Basic Adaptive Fuzzy Controllers I
§ 24 Basic Adaptive Fuzzy Controllers II
§ 25 Advanced Adaptive Fuzzy Controllers I
§ 26 Advanced Adaptive Fuzzy Controllers II
VI Miscellaneous Topics
§ 27 The Fuzzy C-Means Algorithm
§ 28 Fuzzy Relation Equations
§ 29 Fuzzy Arithmetic
§ 30 Fuzzy Linear Programming
§ 31 Possibility Theory
商品描述(中文翻譯)
內容簡介
**模糊系統與控制的數學**
2 模糊集合及其基本運算
3 進一步的模糊集合運算
4 模糊關係與擴展原則
5 語言變數與模糊 IF-THEN 規則
6 模糊邏輯與近似推理
**II 模糊系統及其特性**
7 模糊規則庫與模糊推理引擎
8 模糊化器與去模糊化器
9 模糊系統作為非線性映射
10 模糊系統的近似性質 I
11 模糊系統的近似性質 II
**III 從輸入-輸出數據設計模糊系統**
12 使用表格查詢方案設計模糊系統
13 使用梯度下降訓練設計模糊系統
14 使用遞迴最小二乘法設計模糊系統
15 使用聚類設計模糊系統
**IV 非自適應模糊控制**
