{"product_id":"grey-optimization-for-uncertainty-modeling-in-water-resources-systems-von-subhankar-karmakar","title":"Grey Optimization for Uncertainty Modeling in Water Resources Systems","description":"\u003cp\u003eUncertainty due to randomness of hydraulic and hydrologic variables is modeled when probability distributions of the parameters may be estimated. Uncertainties due to imprecision in the management problem may be addressed by use of the fuzzy sets theory. In addition, some parameters in most of the water resources and environmental systems need to be addressed as grey parameters, due to inadequate data for an accurate estimation but with known extreme bounds of the parameter values. Such grey  uncertainty in the model parameters can be  addressed by representing them as interval grey  numbers, a closed and bounded interval with known  lower and upper bounds but unknown distribution  information. Considerable research works are  available on uncertainty modeling addressing  stochastic nature of different input parameters,  and uncertainty due to imprecision in various  components of a water management problem. Most  parameters involved in the optimization model are,  however, also uncertain and such uncertainty has so  far not been considered in different optimization  models for water resources and environmental  systems. This book aims to bridge this gap.\u003c\/p\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783838327754\"\u003e\u003ch3\u003eGrey Optimization Models for Environmental and Water Resources Systems Analysis\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Softcover - 9783838327754","offer_id":39499025514589,"sku":"9783838327754","price":79.0,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/b9f5f6f6-1f3a-48a5-9d4e-d5d79aca60dc.jpg?v=1768889503","url":"https:\/\/shop.autorenwelt.de\/en\/products\/grey-optimization-for-uncertainty-modeling-in-water-resources-systems-von-subhankar-karmakar","provider":"Autorenwelt Shop","version":"1.0","type":"link"}