图书简介
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 •
1. Soft Computing Techniques: An OverviewMorteza Pakdaman, Ali Ahmadian, Soheil Salahshour2. Applications of Fuzzy Fractional Differential Equations in MedicineT. Allahviranloo, M. Keshavarz 3. Industrial Internet of Things and Industry 4.0Suchitra Kumari, Arijit Ghosh, Sankar Prasad Mondal, Ali Ahmadian, Soheil Salahshour4. Industry 4.0 and its practice in terms of fuzzy uncertain environmentArijit Ghosh, Suchitra Kumari, Sankar Prasad Mondal, Ali Ahmadian5. Consistency of Aggregation Function-Based m-Polar Fuzzy Digraphs in Group Decision MakingAzadeh Zahedi Khameneh, Adem Kilicman, Fadzilah Md Ali6. Path programming problems in fuzzy environmentMadineh Farnam, Majid darehmiraki7. Weather forecast and climate prediction using soft computing methodsMorteza Pakdaman, Yashar Falamarzi8. Color Descriptor for Mobile Augmented RealitySiok Yee Tan, Haslina Arshad9. Cryptosystem for Meshed 3D through Cellular Automata R. Sulaiman, M.A. Al-Jabbar, A. Ahmadian,
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