Pumping Optimization of Coastal Aquifers Assisted by Adaptive Metamodelling Methods and Radial Basis Functions

The application of metamodelling frameworks is a popular approach to handle the computational cost arising from complex computer simulations and global optimization algorithms in simulation-optimization routines. In this paper, Radial Basis Functions (RBF) are used as metamodels for the computationa...

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Veröffentlicht in:	Water resources management 2016-12, Vol.30 (15), p.5845-5859
Hauptverfasser:	Christelis, Vasileios, Mantoglou, Aristotelis
Format:	Artikel
Sprache:	eng
Schlagworte:	Approximation Aquifer management Aquifers Atmospheric Sciences Civil Engineering Coastal aquifers Computation Computer simulation Earth and Environmental Science Earth Sciences Engineering Environment Evolution Genetic algorithms Geotechnical Engineering & Applied Earth Sciences Hydrogeology Hydrology/Water Resources Mathematical models Methods Neural networks Optimization Parameter estimation Performance assessment Problems Pumping Saline water intrusion Seawater Simulation Strategy Water resources
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