Bilevel Multiobjective Programming Applied to Water Resources Allocation

Water allocation is an essential programming to support the sustainable development of Wuwei Basin, Gansu Province, China. To satisfy the demands of the decision makers (DMs) of each subarea and the total area, a bilevel multiobjective linear programming (BLMOLP) model is proposed. In the BLMOLP, DMs have a hierarchy of two levels—the upper level and the lower level DMs. In this paper, a fuzzy goal programming (FGP) approach is applied to solve the BLMOLP. Firstly, the upper level is solved and used as the tolerance for the lower level. Then the weights of each objective function in the lower level are evaluated. Finally, a satisfied optimization solution of the problem was calculated. The result suggests that the FGP is a simple and feasible approach to BLMOLP problems. The proposed method was applied to a case study for water resources allocation in Wuwei Basin. For four scenarios under consideration, the model can effectively balance the benefits among all regions and sections according to the priority of the upper level decision makers. The results indicate that comprehensive solutions have been obtained.

[1]  LIYu,et al.  ENVIRONMENTAL SUSTAINABILITY AND SCENARIOS OF URBANIZATION IN ARID AREA——A Case Study in Wuwei City of Gansu Province , 2005 .

[2]  William O. Maddaus,et al.  Development and application of a water resource allocation model , 1976 .

[3]  Robin Wardlaw,et al.  Application of a genetic algorithm for water allocation in an irrigation system 1 , 2001 .

[4]  Behrooz Karimi,et al.  Manufacturer-retailer supply chain coordination: A bi-level programming approach , 2012, Adv. Eng. Softw..

[5]  Y. P. Li,et al.  Planning Regional Water Resources System Using an Interval Fuzzy Bi-Level Programming Method , 2010 .

[6]  Xiaosheng Qin,et al.  A Conditional Value-at-Risk Based Inexact Water Allocation Model , 2011 .

[7]  Bijay Baran Pal,et al.  A Fuzzy Goal Programming Approach for Solving Bilevel Programming Problems , 2002, AFSS.

[8]  Jose B. Cruz,et al.  Bi-level fuzzy optimization approach for water exchange in eco-industrial parks , 2010 .

[9]  Manouchehr Amini,et al.  Water Resources Sustainability and Optimal Cropping Pattern in Farming Systems; A Multi-Objective Fractional Goal Programming Approach , 2010 .

[10]  Ajit Pratap Singh,et al.  Water quality management of a stretch of river Yamuna: An interactive fuzzy multi-objective approach , 2007 .

[11]  Climis A. Davos,et al.  Cost allocation of multiagency water resource projects: game theoretic approaches and case study , 1995 .

[12]  Hilmy Sally,et al.  Testing water demand management scenarios in a water-stressed basin in South Africa: application of the WEAP model , 2003 .

[13]  Suocheng Dong,et al.  Environmental sustainability and scenarios of urbanization in arid area: a case study in Wuwei City of Gansu Province , 2004, SPIE Optics + Photonics.

[14]  Chwen-Tzeng Su,et al.  Stochastic dynamic lot-sizing problem using bi-level programming base on artificial intelligence techniques , 2012 .

[15]  E. Xevi,et al.  A multi-objective optimisation approach to water management. , 2005, Journal of environmental management.

[16]  Guna N. Paudyal,et al.  Two-step dynamic programming approach for optimal irrigation water allocation , 1990 .

[17]  S. R. Arora,et al.  Interactive fuzzy goal programming approach for bilevel programming problem , 2009, Eur. J. Oper. Res..

[18]  Oliver Zwirner,et al.  Participation in multi-criteria decision support for the resolution of a water allocation problem in the Spree River basin , 2006 .

[19]  A. Charnes,et al.  Management Models and Industrial Applications of Linear Programming , 1961 .

[20]  Jonathan F. Bard,et al.  A Branch and Bound Algorithm for the Bilevel Programming Problem , 1990, SIAM J. Sci. Comput..

[21]  Dieter Prinz,et al.  WATER RESOURCES IN ARID REGIONS AND THEIR SUSTAINABLE MANAGEMENT , 2002 .

[22]  Wayne F. Bialas,et al.  Two-Level Linear Programming , 1984 .

[23]  Tapan Kumar Roy,et al.  Fuzzy goal programming approach to multilevel programming problems , 2007, Eur. J. Oper. Res..

[24]  Tianming Huang,et al.  Sources of water pollution and evolution of water quality in the Wuwei basin of Shiyang river, Northwest China. , 2009, Journal of environmental management.

[25]  Keith W. Hipel,et al.  Water Resources Allocation: A Cooperative Game Theoretic Approach , 2003 .

[26]  Itay Fischhendler Institutional Conditions for IWRM: The Israeli Case , 2008, Ground water.

[27]  Li Yu,et al.  Environmental sustainability and scenarios of urbanization in arid area , 2005 .

[28]  Jery R. Stedinger,et al.  Water Resources Systems Planning And Management , 2006 .

[29]  Wilfred Candler,et al.  A linear two-level programming problem, , 1982, Comput. Oper. Res..

[30]  Bijay Baran Pal,et al.  A fuzzy goal programming procedure for solving quadratic bilevel programming problems , 2003, Int. J. Intell. Syst..

[31]  Patrice Marcotte,et al.  Bilevel programming: A survey , 2005, 4OR.

[32]  W. Norton R. Candler,et al.  Multi-level programming , 1977 .

[33]  Guohe Huang,et al.  Combining Simulation with Evolutionary Algorithms for Optimal Planning Under Uncertainty: An Application to Municipal Solid Waste Management Planning in the Reginonal Municipality of Hamilton-Wentworth , 2003 .

[34]  Reza Kerachian,et al.  Water Resources Allocation Using Solution Concepts of Fuzzy Cooperative Games: Fuzzy Least Core and Fuzzy Weak Least Core , 2011 .

[35]  Y. P. Li,et al.  A multistage fuzzy-stochastic programming model for supporting sustainable water-resources allocation and management , 2009, Environ. Model. Softw..

[36]  A. Biswas Integrated Water Resources Management: A Reassessment , 2004 .

[37]  Najmeh Mahjouri,et al.  Optimal Inter-Basin Water Allocation Using Crisp and Fuzzy Shapley Games , 2010 .

[38]  Ibrahim A. Baky Solving multi-level multi-objective linear programming problems through fuzzy goal programming approach , 2010 .

[39]  Guohe Huang,et al.  A Hybrid Dynamic Dual Interval Programming for Irrigation Water Allocation under Uncertainty , 2012, Water Resources Management.

[40]  Jie Lu,et al.  An extended Kth-best approach for linear bilevel programming , 2005, Appl. Math. Comput..

[41]  E. Stanley Lee,et al.  Fuzzy approach for multi-level programming problems , 1996, Comput. Oper. Res..

[42]  M. F. Viljoen,et al.  TOWARDS INSTITUTIONAL ARRANGEMENTS TO ENSURE OPTIMAL ALLOCATION AND SECURITY OF SOUTH AFRICA'S WATER RESOURCES , 2001 .

[43]  Ramadan Hamed Mohamed The relationship between goal programming and fuzzy programming , 1997, Fuzzy Sets Syst..