Soft Computing Approach for Mathematical Modeling of Engineering Problems

ISBN-13: 9780367685997 / Angielski / Twarda / 2021 / 204 str.

Ali Ahmadian; Soheil Salahshour

Opis

This book describes the use of different mathematical modeling and soft computing techniques used to solve real world engineering problems. The book 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.

Spis treści

1. Soft Computing Techniques: An Overview.  2. Applications of Fuzzy Fractional Differential Equations in Medicine.  3. Industrial Internet of Things and Industry 4.0.  4. Industry 4.0 and its practice in terms of fuzzy uncertain environment.  5. Consistency of Aggregation Function-Based m-Polar Fuzzy Digraphs in Group Decision Making.  6. Path programming problems in fuzzy environment.  7. Weather forecast and climate prediction using soft computing methods.  8. Color Descriptor for Mobile Augmented Reality. 9. Cryptosystem for Meshed 3D through Cellular Automata.  10. Evolutionary Computing and Swarm Intelligence for Hyper Parameters Optimization Problem in Convolutional Neural Networks.  11. New Approach for Efficiently Computing Factors of the RSA Modulus.  12. Vision based Efficient Collision Avoidance Model Using Distance Measurement.