Optimising engineering problems using genetic algorithms
Date
1998
Authors
Yeo, Michael Frank
Agyei, Eugene Osei
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Journal article
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Engineering Computations, 1998; 15(2):268-280
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Abstract
This paper deals with the optimisation of engineering problems using genetic 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 suggests sensible solutions for optimum extraction well positions and pumping rates to minimise the overall cost, based upon the results of a series of finite element analyses. The discontinuous nature of the problem is handled easily. The conclusions drawn are that a genetic algorithm optimiser, in conjunction with a finite element analysis program, generates solutions to engineering problems that are sensible and efficient.
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© 1998 MCB UP Ltd