Hybrid Modeling and Optimization of Manufacturing: Combining Artificial Intelligence and Finite Element Method

by Ramón Quiza, J. Paulo Davim, Omar López-Armas

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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.

Format:Paperback

Language:English

ISBN:3642280846

ISBN13:9783642280849

Release Date:February 2012

Publisher:Springer

Length:95 Pages

Weight:0.35 lbs.

Dimensions:0.2" x 6.1" x 9.2"

Related Subjects

Computers Computers & Technology Engineering Technology

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Hybrid Modeling and Optimization of Manufacturing: Combining Artificial Intelligence and Finite Element Method

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