Extended OWA Operator for Group Decision Making on Water Resources Projects
This article has a reply.
VIEW THE REPLYPublication: Journal of Water Resources Planning and Management
Volume 134, Issue 3
Abstract
Six water authorities share the Sefidrud watershed in the northwestern region of Iran and resolving the conflict among them is one of the major challenges of the water division of the government. In this paper a group decision support system will be developed for identifying the criteria and their weights, needed for ranking water resource projects in this watershed. This model will be based on extending the ordered weighted averaging (OWA) as an aggregation operator. The order weights of this operator will be determined first by using the minimal variability method. Second, a new measure will be developed to quantify consensus among the stakeholders. It guides the supervisor of the group decision making problem to negotiate with stakeholders effectively in the conflict resolution process. Using extended OWA, 13 water resources projects in the Sefidrud watershed will be ranked. A simulation study will also be reported, where the dependence of the optimal decision on the uncertainty level is examined. In addition, a new sensitivity analysis model will be introduced for the combined goodness measures of the projects with respect to the optimistic degree of the supervisor. A new composite measure of goodness will also be defined to obtain reliable solutions.
Get full access to this article
View all available purchase options and get full access to this article.
Acknowledgments
The writers are grateful to the Water Resources Management Company of Iran and the Mahab Ghodss Consulting Engineers for their valuable data. The scholarship from the Ministry of Science, Research and Technology of Iran for the first writer to work in the University of Arizona and the hospitality of the Systems and Industrial Engineering Department of this university are also appreciated. The writers would like to express their sincere gratitude to the respectful referees whose insightful suggestions enhanced the quality of the paper.
References
Barreteau, O., Garin, P., Dumontier, A., Abramli, G., and Cernesson, F. (2003). “Agent-based facilitation of water allocation: Case study in the Drome River Valley.” Group Decis. Negotiation, 12, 441–461.
Bender, M. J., and Simonovic, S. P. (1997). “Consensus as the measure of sustainability.” Hydrol. Sci. J., 42(4), 493–500.
Biggs, H. C., Coetzee, Y., and Dent, M. C. (2000). “Development of a metadatabase to support a multiorganisational, multi-disciplinary river ecosystem research and management initiative—Experiences from the Kruger National Park Rivers Research Programme.” Water SA, 26(1), 77–82.
Chen, C. W., Herr, J., and Weintraub, L. (2004). “Decision support system for stakeholder involvement.” J. Environ. Eng., 130(6), 714–721.
Despic, O., and Simonovic, S. P. (2000). “Aggregation operators for soft decision making in water resources.” Fuzzy Sets Syst., 115, 11–33.
Fu, G., Hall, J., and Lawry, J. (2005). “Beyond probability: new methods for representing uncertainty in projections of future climate.” Working Paper 75, Tyndall Center for Climate Change Research, Norwich, U.K.
Fullér, R., and Majlender, P. (2003). “On obtaining minimal variability OWA operator weights.” Fuzzy Sets Syst., 136, 203–215.
Hämäläinen, R. P., Kettunen, E., Ehtamo, H., and Marttunen, M. (2001). “Evaluating a framework for multi-stakeholder decision support in water resources management.” Group Decis. Negotiation, 10, 331–353.
Hipel, K. W., Kilgour, D. M., Fang, L., and Peng, X. J. (1997). “Decision support systems CMGR in environmental systems management.” Appl. Math. Comput., 83, 117–152.
Kuncheva, L. I. (1994). “Pattern recognition with a model of fuzzy neuron using degree of consensus.” Fuzzy Sets Syst., 66, 241–250.
Makropoulos, C. K., and Butler, D. (2006). “Spatial ordered weighted averaging: Incorporating spatially variable attitude towards risk in spatial multi-criteria decision-making.” Environ. Modell. Software, 21(1), 69–84.
McPhee, J., and Yeh, W. W.-G. (2004). “Multiobjective optimization for sustainable groundwater management in semiarid regions.” J. Water Resour. Plann. Manage., 130(6), 490–497.
Mysiak, J., Giupponi, C., and Rosato, P. (2005). “Towards the development of a decision support system for water resource management.” Environ. Modell. Software, 20, 203–214.
O’Hagan, M. (1990). “Using maximum entropy-ordered weighted averaging to construct a fuzzy neuron.” Proc., 24th Annual IEEE Asilomar Conf. on Signals, Systems and Computers, Pacific Grove, Calif., 618–623.
Tecle, A., Shrestha, B. P., and Duckstein, L. (1998). “A multiobjective decision support system for multiresource forest management.” Group Decis. Negotiation, 7, 23–40.
Thiessen, E. M., Loucks, D. P., and Stedinger, J. R. (1998). “Computer-assisted negotiations of water resources conflicts.” Group Decis. Negotiation, 7, 109–129.
Torra, V. (2001). “Sensitivity analysis for WOWA, OWA and WM operators.” Proc., IEEE Int. Symp. on Industrial Electronics, Vol. 1, IEEE, Pusan, Korea, 134–137.
Yager, R. R. (1988). “On ordered weighted averaging aggregation operators in multi-criteria decision making.” IEEE Trans. Syst. Man Cybern., 18(1), 183–190.
Yalcin, G., and Akyurek, Z. (2004). “Multiple criteria analysis for flood vulnerable areas.” Proc., 24th Annual ESRI Int. User Conf., ESRI, San Diego.
Zarghami, M., Ardakanian, R., and Memariani, A. (2007). “Fuzzy multiple attribute decision making on inter-basin water transfers, Case study: Transfers to Zayanderud basin in Iran.” Water Int., 32(2), 280–293.
Information & Authors
Information
Published In
Copyright
© 2008 ASCE.
History
Received: Oct 25, 2006
Accepted: Oct 18, 2007
Published online: May 1, 2008
Published in print: May 2008
Authors
Metrics & Citations
Metrics
Citations
Download citation
If you have the appropriate software installed, you can download article citation data to the citation manager of your choice. Simply select your manager software from the list below and click Download.