{"product_id":"settlement-of-shallow-foundations-on-cohesionless-soils-von-mohamed-shahin","title":"Settlement of Shallow Foundations on Cohesionless Soils","description":"\u003cp\u003eOver the years, many methods have been developed to  predict settlement of shallow foundations on  cohesionless soils. However, methods that have the  desired degree of accuracy and consistency have not  yet been developed. In this book, one of the most  common artificial intelligence techniques, i.e.  artificial neural networks (ANNs), is investigated  for settlement prediction. A number of issues in  relation to ANN construction, optimisation and  validation are investigated, and guidelines for  improving ANN performance are developed. Settlement  analysis is often affected by considerable levels  of uncertainties that are usually ignored by  traditional methods. In this book,  probabilistic solutions based on deterministic ANN  settlement predictions are developed so that the  uncertainties associated with the settlement  analysis are considered. A set of probabilistic  design charts that provide the designer with the  level of risk associated with predicted settlements  are produced and presented. This book is intended  for civil engineering postgraduates, civil  engineers working in modelling and geotechnical  engineers working in design of foundations.\u003c\/p\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783838325583\"\u003e\u003ch3\u003eAn Artificial Intelligence Modelling Approach\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Softcover - 9783838325583","offer_id":39499026268253,"sku":"9783838325583","price":79.0,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/dadec8d6-6c8c-4a2f-b663-20453db3e66f.jpg?v=1776057517","url":"https:\/\/shop.autorenwelt.de\/products\/settlement-of-shallow-foundations-on-cohesionless-soils-von-mohamed-shahin","provider":"Autorenwelt Shop","version":"1.0","type":"link"}