APPLICATION OF GENETIC ALGORITHMS TO OPTIMAL TAILORING OF COMPOSITE-MATERIALS

Citation
D. Sadagopan et R. Pitchumani, APPLICATION OF GENETIC ALGORITHMS TO OPTIMAL TAILORING OF COMPOSITE-MATERIALS, Composites science and technology, 58(3-4), 1998, pp. 571-589
Citations number
39
Categorie Soggetti
Materials Sciences, Composites
ISSN journal
02663538
Volume
58
Issue
3-4
Year of publication
1998
Pages
571 - 589
Database
ISI
SICI code
0266-3538(1998)58:3-4<571:AOGATO>2.0.ZU;2-U
Abstract
Composite materials tailoring refers to the concurrent manipulation of the materials composition and internal architecture to achieve the de sired properties. Since the wide variety of material combinations, rei nforcement geometries and architectures to choose from poses a bewilde ring task of selection, a systematic approach to optimal materials tai loring is of much practical importance in the engineering design of co mposites, and is addressed in this article. The study presents an opti mal tailoring framework based on the combinatorial optimization techni que of genetic algorithms in conjunction with a property model base co nsisting of analytical microstructure-property relationships. Optimum designs are reported for case studies involving property requirements that ave typical of selected practical applications. The present appro ach is systematically compared with the alternative approach based on the simulated annealing technique reported previously by the authors. The comparative studies are used to draw general inferences concerning the relative merits of both these approaches in the context of optima l composite materials tailoring. (C) 1998 Elsevier Science Ltd. All ri ghts reserved .