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This book is written in a clear and thorough way to cover both the traditional and modern uses of artificial intelligence and soft computing. It gives an in-depth look at mathematical models, algorithms, and real-world problems that are hard to solve in MATLAB. The book is intended to provide a broad and in-depth understanding of fuzzy logic controllers, genetic algorithms, neural networks, and hybrid techniques such as ANFIS and the GA-ANN model.
Features:
- A detailed description of basic intelligent techniques (fuzzy logic, genetic algorithm and neural network using MATLAB)
- A detailed description of the hybrid intelligent technique called the adaptive fuzzy inference technique (ANFIS)
- Formulation of the nonlinear model like analysis of ANOVA and response surface methodology
- Variety of solved problems on ANOVA and RSM
- Case studies of above mentioned intelligent techniques on the different process control systems
This book can be used as a handbook and a guide for students of all engineering disciplines, operational research areas, computer applications, and for various professionals who work in the optimization area.
Produkteigenschaften
- Artikelnummer: 9781032105703
- Medium: Buch
- ISBN: 978-1-032-10570-3
- Verlag: Chapman and Hall/CRC
- Erscheinungstermin: 19.04.2023
- Sprache(n): Englisch
- Auflage: 1. Auflage 2023
- Serie: Chapman & Hall/CRC Internet of Things
- Produktform: Gebunden, HC gerader Rücken kaschiert
- Gewicht: 756 g
- Seiten: 294
- Format (B x H x T): 183 x 260 x 21 mm
- Ausgabetyp: Kein, Unbekannt