Computational Intelligence in Emerging Technologies for Engineering Applications
Produktnummer:
18e89bd8aa18114bddaf76bddf3896edb7
Themengebiete: | Bio-inspired modeling Differential evolution Fuzzy Hybrid algorithms Inverse heat transfer Inverse problems Multi-objective optimization Uncertainties fault diagnosis machine learning |
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Veröffentlichungsdatum: | 15.02.2020 |
EAN: | 9783030344085 |
Sprache: | Englisch |
Seitenzahl: | 291 |
Produktart: | Gebunden |
Herausgeber: | Cruz Corona, Carlos Llanes Santiago, Orestes Silva Neto, Antônio José Verdegay, José Luis |
Verlag: | Springer International Publishing |
Produktinformationen "Computational Intelligence in Emerging Technologies for Engineering Applications"
This book explores applications of computational intelligence in key and emerging fields of engineering, especially with regard to condition monitoring and fault diagnosis, inverse problems, decision support systems and optimization. These applications can be beneficial in a broad range of contexts, including: water distribution networks, manufacturing systems, production and storage of electrical energy, heat transfer, acoustic levitation, uncertainty and robustness of infinite-dimensional objects, fatigue failure prediction, autonomous navigation, nanotechnology, and the analysis of technological development indexes. All applications, mathematical and computational tools, and original results are presented using rigorous mathematical procedures. Further, the book gathers contributions by respected experts from 22 different research centers and eight countries: Brazil, Cuba, France, Hungary, India, Japan, Romania and Spain. The book is intended for use in graduate courses on applied computation, applied mathematics, and engineering, where tools like computational intelligence and numerical methods are applied to the solution of real-world problems in emerging areas of engineering.

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