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Hybrid Modeling and Optimization of Manufacturing

Combining Artificial Intelligence and Finite Element Method

By: Ramón Quiza, Omar López-Armas, J. Paulo Davim

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Paperback | 17 February 2012

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Paperback
104 Pages

Dimensions(cm)
23.39 x 15.6 x 0.56

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$111.38

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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.

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