Description
Machine Learning for Model Order Reduction, Softcover reprint of the original 1st ed. 2018
Author: Mohamed Khaled Salah
Language: EnglishSubjects for Machine Learning for Model Order Reduction:
126.59 €
In Print (Delivery period: 15 days).
Add to cart the print on demand of Mohamed Khaled SalahPublication date: 01-2019
Support: Print on demand
126.59 €
In Print (Delivery period: 15 days).
Add to cart the print on demand of Mohamed Khaled SalahPublication date: 03-2018
Support: Print on demand
Description
/li>Contents
/li>Biography
/li>Comment
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- Introduces machine learning algorithms at the architecture level and the algorithm levels of abstraction;
- Describes new, hybrid solutions for model order reduction;
- Presents machine learning algorithms in depth, but simply;
- Uses real, industrial applications to verify algorithms.
Chapter1: Introduction.- Chapter2: Bio-Inspired Machine Learning Algorithm: Genetic Algorithm.- Chapter3: Thermo-Inspired Machine Learning Algorithm: Simulated Annealing.- Chapter4: Nature-Inspired Machine Learning Algorithm: Particle Swarm Optimization, Artificial Bee Colony.- Chapter5: Control-Inspired Machine Learning Algorithm: Fuzzy Logic Optimization.- Chapter6: Brain-Inspired Machine Learning Algorithm: Neural Network Optimization.- Chapter7: Comparisons, Hybrid Solutions, Hardware architectures and New Directions.- Chapter8: Conclusions.