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Grey Optimization for Uncertainty Modeling in Water Resources Systems: Grey Optimization Models for Environmental and Water Resources Systems Analysis
Subhankar Karmakar
Grey Optimization for Uncertainty Modeling in Water Resources Systems: Grey Optimization Models for Environmental and Water Resources Systems Analysis
Subhankar Karmakar
Uncertainty 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.
Media | Books Paperback Book (Book with soft cover and glued back) |
Released | December 30, 2009 |
ISBN13 | 9783838327754 |
Publishers | LAP Lambert Academic Publishing |
Pages | 252 |
Dimensions | 150 × 14 × 226 mm · 371 g |
Language | English |
See all of Subhankar Karmakar ( e.g. Paperback Book )