A linear bi-level multi-objective program for optimal allocation of water resources.

This paper presents a simple bi-level multi-objective linear program (BLMOLP) with a hierarchical structure consisting of reservoir managers and several water use sectors under a multi-objective framework for the optimal allocation of limited water resources. Being the upper level decision makers (i...

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Main Authors: Ijaz Ahmad, Fan Zhang, Junguo Liu, Muhammad Naveed Anjum, Muhammad Zaman, Muhammad Tayyab, Muhammad Waseem, Hafiz Umar Farid
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2018-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC5812611?pdf=render
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spelling doaj-48f6b45ae4ac4075abbc305f3c3694c82020-11-25T02:47:04ZengPublic Library of Science (PLoS)PLoS ONE1932-62032018-01-01132e019229410.1371/journal.pone.0192294A linear bi-level multi-objective program for optimal allocation of water resources.Ijaz AhmadFan ZhangJunguo LiuMuhammad Naveed AnjumMuhammad ZamanMuhammad TayyabMuhammad WaseemHafiz Umar FaridThis paper presents a simple bi-level multi-objective linear program (BLMOLP) with a hierarchical structure consisting of reservoir managers and several water use sectors under a multi-objective framework for the optimal allocation of limited water resources. Being the upper level decision makers (i.e., leader) in the hierarchy, the reservoir managers control the water allocation system and tend to create a balance among the competing water users thereby maximizing the total benefits to the society. On the other hand, the competing water use sectors, being the lower level decision makers (i.e., followers) in the hierarchy, aim only to maximize individual sectoral benefits. This multi-objective bi-level optimization problem can be solved using the simultaneous compromise constraint (SICCON) technique which creates a compromise between upper and lower level decision makers (DMs), and transforms the multi-objective function into a single decision-making problem. The bi-level model developed in this study has been applied to the Swat River basin in Pakistan for the optimal allocation of water resources among competing water demand sectors and different scenarios have been developed. The application of the model in this study shows that the SICCON is a simple, applicable and feasible approach to solve the BLMOLP problem. Finally, the comparisons of the model results show that the optimization model is practical and efficient when it is applied to different conditions with priorities assigned to various water users.http://europepmc.org/articles/PMC5812611?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Ijaz Ahmad
Fan Zhang
Junguo Liu
Muhammad Naveed Anjum
Muhammad Zaman
Muhammad Tayyab
Muhammad Waseem
Hafiz Umar Farid
spellingShingle Ijaz Ahmad
Fan Zhang
Junguo Liu
Muhammad Naveed Anjum
Muhammad Zaman
Muhammad Tayyab
Muhammad Waseem
Hafiz Umar Farid
A linear bi-level multi-objective program for optimal allocation of water resources.
PLoS ONE
author_facet Ijaz Ahmad
Fan Zhang
Junguo Liu
Muhammad Naveed Anjum
Muhammad Zaman
Muhammad Tayyab
Muhammad Waseem
Hafiz Umar Farid
author_sort Ijaz Ahmad
title A linear bi-level multi-objective program for optimal allocation of water resources.
title_short A linear bi-level multi-objective program for optimal allocation of water resources.
title_full A linear bi-level multi-objective program for optimal allocation of water resources.
title_fullStr A linear bi-level multi-objective program for optimal allocation of water resources.
title_full_unstemmed A linear bi-level multi-objective program for optimal allocation of water resources.
title_sort linear bi-level multi-objective program for optimal allocation of water resources.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2018-01-01
description This paper presents a simple bi-level multi-objective linear program (BLMOLP) with a hierarchical structure consisting of reservoir managers and several water use sectors under a multi-objective framework for the optimal allocation of limited water resources. Being the upper level decision makers (i.e., leader) in the hierarchy, the reservoir managers control the water allocation system and tend to create a balance among the competing water users thereby maximizing the total benefits to the society. On the other hand, the competing water use sectors, being the lower level decision makers (i.e., followers) in the hierarchy, aim only to maximize individual sectoral benefits. This multi-objective bi-level optimization problem can be solved using the simultaneous compromise constraint (SICCON) technique which creates a compromise between upper and lower level decision makers (DMs), and transforms the multi-objective function into a single decision-making problem. The bi-level model developed in this study has been applied to the Swat River basin in Pakistan for the optimal allocation of water resources among competing water demand sectors and different scenarios have been developed. The application of the model in this study shows that the SICCON is a simple, applicable and feasible approach to solve the BLMOLP problem. Finally, the comparisons of the model results show that the optimization model is practical and efficient when it is applied to different conditions with priorities assigned to various water users.
url http://europepmc.org/articles/PMC5812611?pdf=render
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