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- W1504560872 abstract "In this paper, an irregular heterogeneous unconfined aquifer is simulated by finite element method. Groundwater head distribution is obtained at various nodes of the flow domain involving a set of boundary conditions, source, and sink terms. Finite element model is coupled with genetic algorithm techniques to minimize the cumulative drawdown in the 11 wells subject to constraints on aquifer heads and pumping rates. The drawdowns and the corresponding optimal pumping rates in each well are determined by real-coded GA, and the results are compared with binary-coded genetic algorithm. The values of the GA parameters were chosen based on the sensitivity analysis of crossover, mutation, and number of generations. The results showed that real-coded GA yielded marginally lower values of cumulative drawdowns in comparison to binary-coded GA. The results also suggest near-global optimality of the pumping rates, which are further examined by statistical reliability analysis." @default.
- W1504560872 created "2016-06-24" @default.
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- W1504560872 date "2010-04-13" @default.
- W1504560872 modified "2023-09-26" @default.
- W1504560872 title "GA APPLICATION TO DETERMINE OPTIMAL PUMPING POLICY IN HETEROGENEOUS UNCONFINED AQUIFER" @default.
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- W1504560872 doi "https://doi.org/10.1142/9789812836144_0001" @default.
- W1504560872 hasPublicationYear "2010" @default.
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