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Intelligent computing in optimal des...

Burczyński, Tadeusz.

Intelligent computing in optimal design /

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Intelligent computing in optimal design // Tadeusz Burczyński ... [et al.].
other author:	Burczyński, Tadeusz.
Published:	Cham :Springer, : c2020.,
Description:	x, 237 p. :ill. (some col.) ; : 25 cm.;
Subject:	Computational intelligence. -
ISBN:	9783030341596 (hbk.) :

Intelligent computing in optimal design /
Intelligent computing in optimal design /Tadeusz Burczyński ... [et al.]. - Cham :Springer,c2020. - x, 237 p. :ill. (some col.) ;25 cm. - Solid Mechanics and Its Applications ;v.261. - Solid mechanics and its applications ;v. 136.

Includes bibliographical references.

The 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

ISBN: 9783030341596 (hbk.) :NT4956Subjects--Topical Terms:

568984
Computational intelligence.

LC Class. No.: Q342

Dewey Class. No.: 006.3

Intelligent computing in optimal design /
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020 $a 9783030341596 (hbk.) : $c NT4956
020 $a 3030341593 (hbk.)
035 $a (OCoLC)1135663095 $z (OCoLC)1135295766
040 $a EBLCP $b eng $c EBLCP $d GW5XE $d YDX
050 # 4 $a Q342
082 0 4 $a 006.3 $2 23
245 1 0 $a Intelligent computing in optimal design / $c Tadeusz Burczyński ... [et al.].
260 # $a Cham : $b Springer, $c c2020.
300 $a x, 237 p. : $b ill. (some col.) ; $c 25 cm.
490 1 $a Solid Mechanics and Its Applications ; $v v.261
504 $a Includes bibliographical references.
520 # $a The 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 $a Computational intelligence. $3 568984
650 # 0 $a Mathematical optimization. $3 527675
700 1 # $a Burczyński, Tadeusz. $3 1241788
830 0 $a Solid mechanics and its applications ; $v v. 136 $3 761836