000 03097nam a22005055i 4500
001 978-3-642-28085-6
003 DE-He213
005 20140220083310.0
007 cr nn 008mamaa
008 120215s2012 gw | s |||| 0|eng d
020 _a9783642280856
_9978-3-642-28085-6
024 7 _a10.1007/978-3-642-28085-6
_2doi
050 4 _aT55.4-60.8
072 7 _aTGXW
_2bicssc
072 7 _aTEC040000
_2bisacsh
072 7 _aTEC020000
_2bisacsh
082 0 4 _a670
_223
100 1 _aQuiza, Ramón.
_eauthor.
245 1 0 _aHybrid Modeling and Optimization of Manufacturing
_h[electronic resource] :
_bCombining Artificial Intelligence and Finite Element Method /
_cby Ramón Quiza, Omar López-Armas, J. Paulo Davim.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg,
_c2012.
300 _aVIII, 95p. 67 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aSpringerBriefs in Applied Sciences and Technology,
_x2191-530X
505 0 _aRelevance 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.
520 _aArtificial 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.
650 0 _aEngineering.
650 0 _aMaterials.
650 0 _aStructural control (Engineering).
650 1 4 _aEngineering.
650 2 4 _aOperating Procedures, Materials Treatment.
650 2 4 _aContinuum Mechanics and Mechanics of Materials.
650 2 4 _aComputational Intelligence.
700 1 _aLópez-Armas, Omar.
_eauthor.
700 1 _aDavim, J. Paulo.
_eauthor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783642280849
830 0 _aSpringerBriefs in Applied Sciences and Technology,
_x2191-530X
856 4 0 _uhttp://dx.doi.org/10.1007/978-3-642-28085-6
912 _aZDB-2-ENG
999 _c102721
_d102721