Type-2 Fuzzy Logic: Uncertain Systems’ Modeling and Control (Nonlinear Physical Science)
暫譯: 類型二模糊邏輯:不確定系統的建模與控制(非線性物理科學)
Rómulo Antão
- 出版商: Springer
- 出版日期: 2017-07-28
- 售價: $4,200
- 貴賓價: 9.5 折 $3,990
- 語言: 英文
- 頁數: 130
- 裝訂: Hardcover
- ISBN: 9811046328
- ISBN-13: 9789811046322
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商品描述
This book focuses on a particular domain of Type-2 Fuzzy Logic, related to process modeling and control applications. It deepens readers’understanding of Type-2 Fuzzy Logic with regard to the following three topics: using simpler methods to train a Type-2 Takagi-Sugeno Fuzzy Model; using the principles of Type-2 Fuzzy Logic to reduce the influence of modeling uncertainties on a locally linear n-step ahead predictor; and developing model-based control algorithms according to the Generalized Predictive Control principles using Type-2 Fuzzy Sets.
Throughout the book, theory is always complemented with practical applications and readers are invited to take their learning process one step farther and implement their own applications using the algorithms’ source codes (provided). As such, the book offers avaluable referenceguide for allengineers and researchers in the field ofcomputer science who are interested in intelligent systems, rule-based systems and modeling uncertainty.
商品描述(中文翻譯)
本書專注於第二類模糊邏輯的一個特定領域,與過程建模和控制應用相關。它加深了讀者對第二類模糊邏輯的理解,涵蓋以下三個主題:使用更簡單的方法來訓練第二類 Takagi-Sugeno 模糊模型;利用第二類模糊邏輯的原則來減少建模不確定性對局部線性 n 步預測器的影響;以及根據廣義預測控制原則,使用第二類模糊集開發基於模型的控制演算法。
在整本書中,理論始終與實際應用相輔相成,並邀請讀者將學習過程推進一步,使用提供的演算法源代碼實現自己的應用。因此,本書為所有對智能系統、基於規則的系統和建模不確定性感興趣的計算機科學領域的工程師和研究人員提供了寶貴的參考指南。