Modelling, simulation and control of non-linear dynamical systems : an intelligent approach using soft computing and fractal theory
- 作者： Melin, Patricia, 1962-
- 其他作者：
- 其他題名：
- Numerical insights ;
- 出版： London ;New York : Taylor & Francis
- 叢書名： Numerical insights ;v. 2
- 主題： Nonlinear theories , Control theory , Soft computing , Dynamics , Fractals
- ISBN： 041527236X (pbk.): US$68.00
- 資料類型: 圖書
- 內容註: Includes bibliographical references (p. [215]-224) and index
-
讀者標籤：
- 系統號： 005243573 | 機讀編目格式
館藏資訊
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.