Neural Networks and Learning Algorithms in MATLAB

Inbunden, Engelska, 2022

AvArdashir Mohammadazadeh,Mohammad Hosein Sabzalian,Oscar Castillo,Rathinasamy Sakthivel,Fayez F. M. El-Sousy,Saleh Mobayen

2 569 kr

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This book explains the basic concepts, theory and applications of neural networks in a simple unified approach with clear examples and simulations in the MATLAB programming language.

Produktinformation

Utgivningsdatum2022-12-11
Mått168 x 240 x 13 mm
Vikt411 g
FormatInbunden
SpråkEngelska
SerieSynthesis Lectures on Intelligent Technologies
Antal sidor117
FörlagSpringer International Publishing AG
ISBN9783031145704

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Chapter 1. Introduction.- Chapter 2. Multilayer Perceptron (MLP) Neural Networks.- Chapter 3- Neural Networks Training Based on Recursive Least Squares (RLS).- Chapter 4. Neural Networks Training Based on Second-Order Optimization Technique.- Chapter 5. Neural Networks Training Based on Genetic Algorithm.- Chapter 6. Neural Network Training Based on Particle Swarm Optimization (PSO).- Chapter 7- Neural Network Training Based on UKF.- Chapter 8. Designing Neural-Fuzzy PID Controller through Multiobjective Optimization.

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