Modelling, Simulation and Control of Non-Linear Dynamical Systems: An Intelligent Approach Using Soft Computing and Fractal Theory
暫譯: 非線性動態系統的建模、模擬與控制:基於軟計算與分形理論的智能方法

Melin, Patricia, Castillo, Oscar

  • 出版商: CRC
  • 出版日期: 2019-12-02
  • 售價: $2,990
  • 貴賓價: 9.5$2,841
  • 語言: 英文
  • 頁數: 262
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 0367455102
  • ISBN-13: 9780367455101
  • 海外代購書籍(需單獨結帳)

商品描述

These authors use soft computing techniques and fractal theory in this new approach to mathematical modeling, simulation and control of complexion-linear dynamical systems. First, a new fuzzy-fractal approach to automated mathematical modeling of non-linear dynamical systems is presented. It is illustrated with examples on the PROLOG programming language. Second, a new fuzzy-genetic approach to automated simulation of dynamical systems is presented. It is illustrated with examples in the MATLAB programming language. Third, a new method for model-based adaptive control using a neuro-fussy fractal approach is combined with the methods mentioned above. This method is illustrated with MATLAB. Finally, applications of these new methods are presented, in the areas such as biochemical processes, robotic systems, manufacturing, food industry and chemical processes.

商品描述(中文翻譯)

這些作者在數學建模、模擬和複雜非線性動態系統的控制方面,採用了軟計算技術和分形理論的新方法。首先,提出了一種新的模糊-分形方法,用於自動化非線性動態系統的數學建模,並以 PROLOG 程式語言的範例進行說明。其次,介紹了一種新的模糊-遺傳方法,用於動態系統的自動化模擬,並以 MATLAB 程式語言的範例進行說明。第三,結合上述方法,提出了一種基於模型的自適應控制的新方法,使用神經-模糊分形方法,並以 MATLAB 進行說明。最後,展示了這些新方法在生化過程、機器人系統、製造業、食品工業和化學過程等領域的應用。