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Hybrid Modeling and Optimization of Manufacturing
Buch
Buch
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Fachbuch
2012

Hybrid Modeling and Optimization of Manufacturing

Combining Artificial Intelligence and Finite Element Method

Kollektion

SpringerBriefs in Computational Mechanics

ISBN
EAN
978-3-642-28084-9
9783642280849
Artikel-Nr.
DR4N7ZV
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1
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Rabatt
-11.8
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CHF 78.00
CHF
68.77
Anzahl
1
Maximale
Lieferzeit
5
Arbeitstage
Donnerstag
05.08.2021
speech-bubble-svg Beschreibung

Artificial intelligence (AI) techniques and the finite element method (FEM) are both powerful computing tools, which are extensively used for modeling and optimizing manufacturing processes. The combination of these tools has resulted in a new flexible and robust approach as several recent studies have shown. This book aims to review the work already done in this field as well as to expose the new possibilities and foreseen trends. The book is expected to be useful for postgraduate students and researchers, working in the area of modeling and optimization of manufacturing processes.

Inhaltsverzeichnis
Relevance and convenience of hybrid (AI and FEM) modeling and optimization of manufacturing processes.- Approaches for combining AI and FEM.- FEM/AI models.- AI/FEM models.- Other approaches.- Artificial intelligence tools.- AI tools for modeling.- Artificial neural networks.- Fuzzy logic and neuro-fuzzy system.- Bayesian probability.- AI tool for optimization.- Evolutionary algorithms.- Swarm intelligence.- Finite element method for manufacturing modeling.- Plasticity models.- Constitutive equations.- Finite element discretization.- Case of study.- Experimental study.- FEM-based modeling.- AI-based modeling.- Optimization.- Concluding remarks.
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Herausgeber/-innen
Zielgruppe
Research
Publikation
Deutschland
17.02.2012
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Sprache
Englisch
book-svg Format
Softcover
95 Seiten
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Kostenloser Versand: Schweiz & Liechtenstein
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