ANN, SA and GA application in Groundwater Hydrology: Evolutionary Algorithms in Parameter Estimation of Confined and Unconfined Aquifers - Couverture souple

Rastogi, Ashok Kumar; Snehlata Arun Lila, S; Ajmera, Tapesh

 
9783845471709: ANN, SA and GA application in Groundwater Hydrology: Evolutionary Algorithms in Parameter Estimation of Confined and Unconfined Aquifers
Couverture souple
ISBN 10 : 3845471700 ISBN 13 : 9783845471709
Editeur : LAP LAMBERT Academic Publishing, 2011

Synopsis

Utilisation of groundwater is steadily growing in many parts of the world to cope up with the increasing demand in various water user sectors. However scientific use of the precious groundwater calls for proper planning which involve modeling of the system. Recently for groundwater system planning and management use of soft computing tools is growing since these are found better than conventional numerical optimisation technique. Since groundwater problems involve non-linear objective function, their gradient with respect to parameters cause numerical instability. Simulated annealing, artificial neural network and genetic algorithms help in assessment of near global optimal solutions which are meaningful for real system simulation. Synthetic aquifer problems considered in the presented book are particularly useful to demonstrate the application of SA, ANN and GA to assess the aquifer system parameters. However when properly understood from the given applications these can be meaningfully applied to real problems.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2011
Langue
anglais
ISBN 10 
3845471700
ISBN 13 
9783845471709
Reliure
Broché
Nombre de pages
372
Coordonnées du fabricant
non disponible
Personne responsable
KreGa Onlinehandel GmbH
4950000000000
info@krega-onlinehandel.de

Birkenweg 31
Brakel
33034
Allemagne