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020 _a9783030341619
024 7 _a10.1007/978-3-030-34161-9
_2doi
040 _aES-MaUEC
_bspa
_cES-MaUEC
_dES-MaUEC
041 0 _aeng
050 4 _aQ335
_b2020 EB
100 1 _aBurczyński, Tadeusz
_eautor
_9672542
245 1 0 _aIntelligent Computing in Optimal Design
_cby Tadeusz Burczyński, Waclaw Kuś, Witold Beluch, Adam Długosz, Arkadiusz Poteralski, Mirosław Szczepanik.
250 _aFirst edition
264 1 _aCham
_bSpringer International Publishing :
_bImprint Springer
_c2020
300 _a1 recurso en línea (X, 237 páginas)
_b198 ilustraciones, 90 ilustraciones a color
336 _2rdacontent
_aTexto
_btxt
337 _2rdamedia
_aelectrónico
_bc
338 _2rdacarrier
_arecurso electrónico
_bcr
347 _atext file
_bPDF
490 0 _aSolid Mechanics and Its Applications
_x0925-0042
_v261
505 0 _aComputational models of structures -- Finite element models of structures -- Boundary element models of structures -- FE&BE models of structures -- Intelligent computing techniques -- Introduction to computational intelligence -- Sequential evolutionary algorithms -- Parallel and distributed evolutionary algorithms -- Fuzzy systems and granular computing -- Fuzzy and stochastic evolutionary algorithms -- Immune systems and algorithms -- Artificial neural networks -- Hybrid computational intelligence algorithms -- Selected problems of knowledge engineering -- Structural intelligent optimization -- Formulation of single- and multi-objective optimization problems -- Shape, topology, material and size optimization and their parametrization -- Optimization of elastic structures under statical loads -- Optimization of elastic structures under dynamical loads -- Optimization of thermoelastic structures -- Optimization of cracked structures -- Optimization of nonlinear structures -- Optimization of composites -- Structural optimization in the uncertain conditions -- Expert systems in optimization -- Intelligent computing in inverse problems -- Formulation of inverse problems -- Identification of boundary conditions -- Identification of defects -- Identification of material properties -- Other computing problems: intelligent adaptive mesh, grid computation.
520 3 _aThe book is devoted to intelligent design of structures as a novel kind of designing based on computational intelligence. The proposed methodology based on computational intelligence has some heuristic and learning attributes typical for natural intelligence. Computer models of the structures are built on the base of the finite element method (FEM), the boundary element method (BEM) or coupling of FEM and BEM. The short description of possible discrete models of structures using these methods is included in the Chapter 2. Various kinds of intelligent approaches using sequential, parallel, distributed, fuzzy and hybrid evolutionary, immune and particle swarm algorithms and neural computing are presented in Chapter 3. Different kinds of optimization such as shape, topology, size and material optimization for structures under static and dynamical mechanical and thermo-mechanical loadings, structures with cracks and composite structures are considered in Chapter 4. Multi-objective optimization for coupled problems is also taken into account. Several numerical examples illustrating these kinds of optimization are presented for 2-D (plane-stress or plane-strain, plates, shells) as well as 3-D structures. Chapter 5 is devoted to special problems related to solving inverse problems in which boundary conditions, defects such as voids or cracks and material characteristics, are unknown. Closing comments summarizing the book are presented in Chapter 6. .
988 _aPrimersemestre_2020_Engineering
650 7 _2embne
_aInteligencia artificial
_9413115
700 1 _aKuś, Waclaw.
_eautor
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
700 1 _aBeluch, Witold.
_eautor
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
700 1 _aDługosz, Adam.
_eautor
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
700 1 _aPoteralski, Arkadiusz.
_eautor
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
700 1 _aSzczepanik, Mirosław.
_eautor
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783030341596
776 0 8 _iPrinted edition:
_z9783030341602
856 4 0 _uhttps://go.openathens.net/redirector/universidadeuropea.es?url=https://doi.org/10.1007/978-3-030-34161-9
_zAcceso a este recurso digital (usuarios Universidad Europea de Madrid)
942 _2lcc
_cLE
_n0
998 _b03/2020
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