Inexact credibility constrained programming for environmental system management

This study proposed an inexact credibility constrained programming (ICCP) to deal with multi-formats of uncertainties in parameters and variables for an agricultural water planning system. The study system includes three subareas with different crop distributions. The redundant water in the wet seas...

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Vydáno v:Resources, conservation and recycling Ročník 55; číslo 4; s. 441 - 447
Hlavní autoři: Zhang, Yi Mei, Huang, Guo He
Médium: Journal Article
Jazyk:angličtina
Vydáno: Kidlington Elsevier B.V 01.02.2011
Elsevier
Témata:
Agricultural
agricultural land
agricultural watersheds
Applied sciences
Credibility
dry season
environmental programs
Exact sciences and technology
Fuzzy
fuzzy logic
Interval programming
planning
Pollution
recycling
Reservoir
risk
water conservation
Water conversation
Water resource
water utilization
wet season
Water conversation
Interval programming
Agricultural
Reservoir
Water resource
Fuzzy
Credibility
Uncertainty
Objective function
Planning
Water resources
ISSN:0921-3449, 1879-0658
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Abstract This study proposed an inexact credibility constrained programming (ICCP) to deal with multi-formats of uncertainties in parameters and variables for an agricultural water planning system. The study system includes three subareas with different crop distributions. The redundant water in the wet season can be stored in the reservoir and utilized in the dry season. The ICCP method can reflect not only inexact uncertainties in the objective function, variables and parameters, but also fuzzy uncertainties in the right-hand side. Interval credibility levels which represent satisfaction degrees of the constraints can be analyzed. Scenario analysis is conducted to analyze possible events in wet and dry years. The resulting solutions can provide stable intervals for the objective function and decision variables with different levels of risk when violating the constraints.
AbstractList This study proposed an inexact credibility constrained programming (ICCP) to deal with multi-formats of uncertainties in parameters and variables for an agricultural water planning system. The study system includes three subareas with different crop distributions. The redundant water in the wet season can be stored in the reservoir and utilized in the dry season. The ICCP method can reflect not only inexact uncertainties in the objective function, variables and parameters, but also fuzzy uncertainties in the right-hand side. Interval credibility levels which represent satisfaction degrees of the constraints can be analyzed. Scenario analysis is conducted to analyze possible events in wet and dry years. The resulting solutions can provide stable intervals for the objective function and decision variables with different levels of risk when violating the constraints.
Author Zhang, Yi Mei
Huang, Guo He
Author_xml – sequence: 1
  givenname: Yi Mei
  surname: Zhang
  fullname: Zhang, Yi Mei
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  organization: Environmental Systems Engineering Program, Faculty of Engineering and Applied Science, University of Regina, Regina, Saskatchewan, Canada S4S 0A2
– sequence: 2
  givenname: Guo He
  surname: Huang
  fullname: Huang, Guo He
  email: huangg@uregina.ca, huang.guohe@gmail.com
  organization: Environmental Systems Engineering Program, Faculty of Engineering, University of Regina, Regina, Saskatchewan, Canada S4S 0A2
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Issue 4
Keywords Water conversation
Interval programming
Agricultural
Reservoir
Water resource
Fuzzy
Credibility
Uncertainty
Objective function
Planning
Water resources
Language English
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Snippet This study proposed an inexact credibility constrained programming (ICCP) to deal with multi-formats of uncertainties in parameters and variables for an...
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SubjectTerms Agricultural
agricultural land
agricultural watersheds
Applied sciences
Credibility
dry season
environmental programs
Exact sciences and technology
Fuzzy
fuzzy logic
Interval programming
planning
Pollution
recycling
Reservoir
risk
water conservation
Water conversation
Water resource
water utilization
wet season
Title Inexact credibility constrained programming for environmental system management
URI https://dx.doi.org/10.1016/j.resconrec.2010.11.007
https://www.proquest.com/docview/1746352494
https://www.proquest.com/docview/867735990
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