Constructing, evaluating and visualizing value and utility functions for decision support

Formal methods of decision analysis can help to structure a decision making process and to communicate reasons for decisions transparently. Objectives hierarchies and associated value and utility functions are useful instruments for supporting such decision making processes by structuring and quantifying the preferences of decision makers or stakeholders. Common multi-attribute decision analysis software products support such decision making processes but they can often not represent complex preference structures and visualize uncertainty induced by uncertain predictions of the consequences of decision alternatives. To stimulate strengthening these aspects in decision support processes, we propose a set of visualization tools and provide a software package for constructing, evaluating and visualizing value and utility functions. In these tools we emphasize flexibility in value aggregation schemes and consideration and communication of prediction uncertainty. The use of these tools is demonstrated with an illustrative example of river management decision support.

[1]  C. Hawkins,et al.  The comparability of bioassessments: a review of conceptual and methodological issues1 , 2011, Journal of the North American Benthological Society.

[2]  T. Gal,et al.  Multicriteria Decision Making: Advances in MCDM Models, Algorithms, Theory, and Applications , 2012 .

[3]  P. Reichert,et al.  MCWM – Ein Konzept für multikriterielle Entscheidungsunterstützung im Wassermanagement , 2011 .

[4]  Euro Beinat,et al.  Value Functions for Environmental Management , 2014 .

[5]  E. Triantaphyllou,et al.  Ranking irregularities when evaluating alternatives by using some ELECTRE methods , 2008 .

[6]  F. H. Dawson,et al.  Quality assessment using River Habitat Survey data , 1998 .

[7]  Rakesh K. Sarin,et al.  RELATIVE RISK AVERSION. , 1982 .

[8]  Guillermo A. Mendoza,et al.  Multi-criteria decision analysis in natural resource management: A critical review of methods and new modelling paradigms , 2006 .

[9]  R Lahdelma,et al.  Using Multicriteria Methods in Environmental Planning and Management , 2000, Environmental management.

[10]  Mark E. Borsuk,et al.  Concepts of decision support for river rehabilitation , 2007, Environ. Model. Softw..

[11]  Rakesh K. Sarin,et al.  Measurable Multiattribute Value Functions , 1979, Oper. Res..

[12]  P. Liechti,et al.  Scientific base and modular concept for comprehensive assessment of streams in Switzerland , 2000 .

[13]  J. Dyer Remarks on the analytic hierarchy process , 1990 .

[14]  Simon French,et al.  Comparison study of multi-attribute decision analytic software , 2005 .

[15]  Chris O. Yoder,et al.  Measuring the attainment of biological integrity in the USA: a critical element of ecological integrity , 2000 .

[16]  N. Willby,et al.  Harmonising the bioassessment of large rivers in the absence of near‐natural reference conditions – a case study of the Danube River , 2012 .

[17]  H. Raiffa,et al.  Decisions with Multiple Objectives , 1993 .

[18]  Therese M Donovan,et al.  Carbon storage, timber production, and biodiversity: comparing ecosystem services with multi-criteria decision analysis. , 2012, Ecological applications : a publication of the Ecological Society of America.

[19]  Valerie Belton,et al.  On a short-coming of Saaty's method of analytic hierarchies , 1983 .

[20]  Thomas L. Saaty,et al.  How to Make a Decision: The Analytic Hierarchy Process , 1990 .

[21]  N. Schuwirth,et al.  Methodological aspects of multi-criteria decision analysis for policy support: A case study on pharmaceutical removal from hospital wastewater , 2012, Eur. J. Oper. Res..

[22]  T. Saaty,et al.  The Analytic Hierarchy Process , 1985 .

[23]  Franz Eisenführ,et al.  Rational Decision Making , 2010 .

[24]  Jean Pierre Brans,et al.  HOW TO SELECT AND HOW TO RANK PROJECTS: THE PROMETHEE METHOD , 1986 .

[25]  L. Astin Data synthesis and bioindicator development for nontidal streams in the interstate Potomac River basin, USA , 2006 .