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"Adaptive Neuro-Fuzzy Inference System as a Universal Estimator" ed. by Constantin Voloşencu

Posted By: exLib
"Adaptive Neuro-Fuzzy Inference System as a Universal Estimator" ed. by Constantin Voloşencu

"Adaptive Neuro-Fuzzy Inference System as a Universal Estimator" ed. by Constantin Voloşencu
ITexLi | 2024 | ISBN: 0854661514 9780854661510 0854661522 9780854661527 0854661530 9780854661534 | 88 pages | PDF | 21 MB

This volume presents some recent specialized works of a theoretical study in the domain of adaptive neuro-fuzzy inference systems (ANFIS) for specialists, engineers, professors, and students. The authors present examples and case studies from their research, providing new solutions and answers to questions related to the emerging concepts and applications of ANFIS.

The book includes chapters that present new fuzzy systems concepts and promotes them for practical applications, including control of tillage depth, solar radiation prediction, control of power systems, and dynamics of macroeconomic systems.
The studies published in the book, through scientific achievements of high-level analysis and design, develop new applications that demonstrate the capabilities of ANFIS.

Contents
1. ANFIS for Modeling Multivariable Nonlinear Functions
2. Design of an Adaptive Neuro-Fuzzy Inference System (ANFIS) for Tractor-Implement Tillage Depth Control
3. Solar Radiation Prediction Using an Improved Adaptive Neuro-Fuzzy Inference System (ANFIS) Optimization Ensemble
4. Application of Adaptive Neuro-Fuzzy Inference System Control in Power Systems
5. Macroeconomic Dynamics through the Lens of the Adaptive Neuro-Fuzzy Inference System

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