Immune Optimal Design of 2-D and 3-D Structures

被引:5
|
作者
Poteralski, Arkadiusz [1 ]
Szczepanik, Miroslaw [1 ]
Burczynski, Tadeusz [2 ]
机构
[1] Silesian Tech Univ, Inst Computat & Mech Engn, Fac Mech Engn, PL-44100 Gliwice, Poland
[2] Polish Acad Sci, Inst Fundamental Technol Res, Warsaw, Poland
关键词
Artificial immune system (AIS); Optimization; Finite element method (FEM); Computational intelligence; Shape and topology optimization; OPTIMIZATION;
D O I
10.1007/978-3-319-19369-4_42
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The paper deals with an application of the artificial immune system (AIS) to the optimization of shape, topology and material properties of 2-D and 3-D structures. Structures considered in this work are analyzed by the finite element method (FEM). Optimization criteria that are taken into account concern minimize mass of the structure. Numerical examples demonstrate that the method based on soft computing is a very effective technique for solving computer aided optimal design.
引用
收藏
页码:471 / 482
页数:12
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