{"product_id":"ann-sa-and-ga-application-in-groundwater-hydrology-von-ashok-kumar-rastogi-s-snehlata-arun-lila-und-tapesh-ajmera","title":"ANN, SA and GA application in Groundwater Hydrology","description":"\u003cp\u003eUtilisation 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.\u003c\/p\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783845471709\"\u003e\u003ch3\u003eEvolutionary Algorithms in Parameter Estimation of Confined and Unconfined Aquifers\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Softcover - 9783845471709","offer_id":39494561792093,"sku":"9783845471709","price":79.0,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/e3d27d1a-ade3-4410-9482-ab3dafe9345c.jpg?v=1768976325","url":"https:\/\/shop.autorenwelt.de\/products\/ann-sa-and-ga-application-in-groundwater-hydrology-von-ashok-kumar-rastogi-s-snehlata-arun-lila-und-tapesh-ajmera","provider":"Autorenwelt Shop","version":"1.0","type":"link"}