GENETIC ALGORITHMS AS AN APPROACH TO CONFIGURATION AND TOPOLOGY DESIGN

Citation
Cd. Chapman et al., GENETIC ALGORITHMS AS AN APPROACH TO CONFIGURATION AND TOPOLOGY DESIGN, Journal of mechnical design, 116(4), 1994, pp. 1005-1012
Citations number
NO
Categorie Soggetti
Engineering, Mechanical
Journal title
ISSN journal
10500472
Volume
116
Issue
4
Year of publication
1994
Pages
1005 - 1012
Database
ISI
SICI code
1050-0472(1994)116:4<1005:GAAAAT>2.0.ZU;2-D
Abstract
The genetic algorithm, a search and optimization technique based on th e theory of natural selection, is applied to problems of structural to pology design. An overview of the genetic algorithm will first describ e the genetics-based representations and operators used in a typical g enetic algorithm search. Then, a review of previous research in struct ural optimization is provided. A discretized design representation, an d methods for mapping genetic algorithm ''chromosomes'' into this repr esentation, is then detailed. Several examples of genetic algorithm-ba sed structural topology optimization are provided: we address the opti mization of cantilevered plate topologies, and we investigate methods for optimizing finely-discretized design domains. The genetic algorith m's ability to find families of highly-fit designs is also examined. F inally, a description of potential future work in genetic algorithm-ba sed structural topology optimization is offered.