000 05480nam a22006135i 4500
001 978-3-030-34161-9
003 DE-He213
005 20220801215545.0
007 cr nn 008mamaa
008 200101s2020 sz | s |||| 0|eng d
020 _a9783030341619
_9978-3-030-34161-9
024 7 _a10.1007/978-3-030-34161-9
_2doi
050 4 _aTA329-348
050 4 _aTA345-345.5
072 7 _aTBJ
_2bicssc
072 7 _aTEC009000
_2bisacsh
072 7 _aTBJ
_2thema
082 0 4 _a620
_223
100 1 _aBurczyński, Tadeusz.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_945087
245 1 0 _aIntelligent Computing in Optimal Design
_h[electronic resource] /
_cby Tadeusz Burczyński, Waclaw Kuś, Witold Beluch, Adam Długosz, Arkadiusz Poteralski, Mirosław Szczepanik.
250 _a1st ed. 2020.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2020.
300 _aX, 237 p. 198 illus., 90 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aSolid Mechanics and Its Applications,
_x2214-7764 ;
_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 _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. .
650 0 _aEngineering mathematics.
_93254
650 0 _aEngineering—Data processing.
_931556
650 0 _aNeural networks (Computer science) .
_945088
650 0 _aMathematical optimization.
_94112
650 1 4 _aMathematical and Computational Engineering Applications.
_931559
650 2 4 _aMathematical Models of Cognitive Processes and Neural Networks.
_932913
650 2 4 _aOptimization.
_945089
700 1 _aKuś, Waclaw.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_945090
700 1 _aBeluch, Witold.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_945091
700 1 _aDługosz, Adam.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_945092
700 1 _aPoteralski, Arkadiusz.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_945093
700 1 _aSzczepanik, Mirosław.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_945094
710 2 _aSpringerLink (Online service)
_945095
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783030341596
776 0 8 _iPrinted edition:
_z9783030341602
830 0 _aSolid Mechanics and Its Applications,
_x2214-7764 ;
_v261
_945096
856 4 0 _uhttps://doi.org/10.1007/978-3-030-34161-9
912 _aZDB-2-ENG
912 _aZDB-2-SXE
942 _cEBK
999 _c77617
_d77617