OPTIMIZING ENGINEERING PROBLEMS USING GENETIC ALGORITHMS

Authors
Citation
Mf. Yeo et Eo. Agyei, OPTIMIZING ENGINEERING PROBLEMS USING GENETIC ALGORITHMS, Engineering computations, 15(2-3), 1998, pp. 268
Citations number
18
Categorie Soggetti
Mathematics,"Computer Science Interdisciplinary Applications","Engineering, Mechanical",Mechanics,Mathematics,"Computer Science Interdisciplinary Applications
Journal title
ISSN journal
02644401
Volume
15
Issue
2-3
Year of publication
1998
Database
ISI
SICI code
0264-4401(1998)15:2-3<268:OEPUGA>2.0.ZU;2-V
Abstract
This paper deals with the optimisation of engineering problems using g enetic algorithms. The process is discussed and the various stages of the genetic algorithm described. In conjunction with a finite element analysis program the process is then applied to a realistic problem of extraction of a pollutant from an aquifer. The genetic algorithm sugg ests sensible solutions for optimum extraction well positions and pump ing rates to minimise the overall cost, based upon the results of a se ries of finite element analyses. The discontinuous nature of the probl em is handled easily. The conclusions drawn are that a genetic algorit hm optimiser, in conjunction with a finite element analysis program, g enerates solutions to engineering problems that are sensible and effic ient.