Evolutionary optimization of mechanical structures

被引：8

作者：

Marcelin, JL ^{[1
]}

机构：

[1] Lab Sols Solides Struct 3S, CNRS, UMR C5521, F-38041 Grenoble 9, France

来源：

ENGINEERING OPTIMIZATION | 1999年 / 31卷 / 05期

关键词：

evolutionary optimization; genetic algorithms; neural networks; mechanical structures;

D O I：

10.1080/03052159908941387

中图分类号：

T [工业技术];

学科分类号：

08 ;

摘要：

In this paper an optimization method for mechanical structures, based on a combination of genetic algorithms and neural networks (NN), is discussed. The NN is used as an approximation of the finite element analysis. Three examples show that using these methods in order to optimize mechanical systems is an efficient way. Examples presented are optimization of the position of dampers on beams, optimization of the position of stiffeners on plates or shells, and optimization of the damping by viscoelastic material constraints.

引用

页码：571 / 588

页数：18

共 20 条

[11]

Marcelin J, 1994, SHOCK VIB, V1, P541

[12] OPTIMAL CONSTRAINED LAYER DAMPING OF BEAMS - EXPERIMENTAL AND NUMERICAL-STUDIES [J].

MARCELIN, JL ;

SHAKHESI, S ;

POURROY, F .

SHOCK AND VIBRATION, 1995, 2 (06) :445-450

[13] OPTIMAL STRUCTURAL DAMPING OF SKIS USING A GENETIC ALGORITHM [J].

MARCELIN, JL ;

TROMPETTE, P ;

DORNBERGER, R .

STRUCTURAL OPTIMIZATION, 1995, 10 (01) :67-70

[14]

MARCELIN JL, 1995, EUR J FINITE ELEMENT, V4, P361

[15]

MARCHAL R, 1995, OCL-OL CORPS GRAS LI, V2, P10

[16]

RZEVSKI G, 1994, APPL ARTIFICIAL INTE

[17]

SARDAIN P, 1994, INT J CADCAM COMPUTE, V9, P135

[18]

Sterling L.S., 1993, INTELLIGENT SYSTEMS

[19] THE METHOD OF MOVING ASYMPTOTES - A NEW METHOD FOR STRUCTURAL OPTIMIZATION [J].

SVANBERG, K .

INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING, 1987, 24 (02) :359-373

[20] NEUROCOMPUTING STRATEGIES IN STRUCTURAL DESIGN - DECOMPOSITION BASED OPTIMIZATION [J].

SZEWCZYK, ZP ;

HAJELA, P .

STRUCTURAL OPTIMIZATION, 1994, 8 (04) :242-250

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