Soft Computing Approach for Mathematical Modeling of Engineering Problems

Ahmadian, Ali, Salahshour, Soheil

  • 出版商: CRC
  • 出版日期: 2023-09-25
  • 售價: $2,530
  • 貴賓價: 9.5$2,404
  • 語言: 英文
  • 頁數: 204
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 0367686341
  • ISBN-13: 9780367686345
  • 相關分類: 工程數學 Engineering-mathematics軟體工程
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This book describes different mathematical modeling and soft computing techniques used to solve practical engineering problems. It gives an overview of the current state of soft computing techniques and describes the advantages and disadvantages of soft computing compared to traditional hard computing techniques. Through examples and case studies, the editors demonstrate and describe how problems with inherent uncertainty can be addressed and eventually solved through the aid of numerical models and methods. The chapters address several applications and examples in bioengineering science, drug delivery, solving inventory issues, Industry 4.0, augmented reality and weather forecasting. Other examples include solving fuzzy-shortest-path problems by introducing a new distance and ranking functions. Because, in practice, problems arise with uncertain data and most of them cannot be solved exactly and easily, the main objective is to develop models that deliver solutions with the aid of numerical methods. This is the reason behind investigating soft numerical computing in dynamic systems. Having this in mind, the authors and editors have considered error of approximation and have discussed several common types of errors and their propagations. Moreover, they have explained the numerical methods, along with convergence and consistence properties and characteristics, as the main objectives behind this book involve considering, discussing and proving related theorems within the setting of soft computing. This book examines dynamic models, and how time is fundamental to the structure of the model and data as well as the understanding of how a process unfolds
- Discusses mathematical modeling with soft computing and the implementations of uncertain mathematical models
- Examines how uncertain dynamic systems models include uncertain state, uncertain state space and uncertain state's transition functions
- Assists readers to become familiar with many soft numerical methods to simulate the solution function's behavior
This book is intended for system specialists who are interested in dynamic systems that operate at different time scales. The book can be used by engineering students, researchers and professionals in control and finite element fields as well as all engineering, applied mathematics, economics and computer science interested in dynamic and uncertain systems.

Ali Ahmadian is a Senior Lecturer at the Institute of IR 4.0, The National University of Malaysia.
Soheil Salahshour is an associate professor at Bahcesehir University.



- 討論了使用軟計算的數學建模和不確定數學模型的實現
- 檢視了不確定動態系統模型包括不確定狀態、不確定狀態空間和不確定狀態轉換函數
- 幫助讀者熟悉許多軟數值方法,以模擬解決函數的行為


Ali Ahmadian是馬來西亞國立大學IR 4.0研究所的高級講師。
Soheil Salahshour是巴赫謝希爾大學的副教授。


Ali Ahmadian is visiting Assistant Professor at Mediterranea University of Reggio Calabria and Senior Fellow Researcher at Institute of IR 4.0, The National University of Malaysia.

Soheil Salahshour is an Associate Professor at Bahcesehir University.


阿里·阿赫馬迪安(Ali Ahmadian)是意大利雷焦卡拉布里亞地中海大學(Mediterranea University of Reggio Calabria)的訪問助理教授,也是馬來西亞國立大學(The National University of Malaysia)IR 4.0研究所的高級研究員。

索海爾·薩拉舒爾(Soheil Salahshour)是土耳其巴赫塞希爾大學(Bahcesehir University)的副教授。