Introduction to DEXi multi criteria decision models: What they are and how to use them in agriculture
Črtomir ROZMAN and Karmen PAŽEK
pp. 23-29
ABSTRACT
The planning process in agriculture often requires consideration of many conflicting criteria and participation of multiple stakeholders with conflicting interests. The multi criteria decision method DEXi is therefore a viable option for decision support in farm management. This study briefly reviews basic concepts of DEXi method and possible applications in agriculture on real life decision and assessment problems.
Key words: multi criteria analysis, assessment, DEXi
CITATED REFERENCES :
- Bohanec M. DEXi: Program for multi-attribute decision making, User's manual, Version 3.00. IJS Report DP- 9989, Jožef Stefan Institute, Ljubljana, 2008. Available at: http://kt.ijs.si/MarkoBohanec/pub/DEXIiManual30r.pdf (10.6.2012)
- Bohanec M, Messean A, Scatasta S, Angevin F, Griffiths B, Krogh PH, Znidarsic M, Dzeroski S. A qualitative multi-attribute model for economic and ecological assessment of genetically modified crops. Ecol. Model., 2008;215:247-261.
- Bohanec M, Rajkovič V. DEXI: An expert system shell for decision support. Sistemica, 1990;1(1):45–157.
- Bohanec M, Rajkovič B, Semolič B, Pogačnik A. Knowledge – based portfolio analysis for project evaluation. Information and Management, 1995;28:293–302.
- Bohanec M, Rajkovič V. Multi attribute decision modelling: industrial application of DEXi. Informatica, 1999;23:448-491.
- Bohanec M, Zupan B, Rajkovič V. Applications of qualitative multi-attribute decision models in health care. Int. J. Med. Inf. 2000;58–59:191–205.
- Čerenak A. Hop breeding. Final project report. Slovenian institute of hop research and brewing. Contract Nr. 2311-05-000090, 2006.
- Griffiths B, Hallett P, Bohanec M, Osler G, Ball B.C. A qualitative multi-attribute model for assessing the impact of management options on soil sustainability. Agriculture and the environment VII: Land management in a changing environment (eds. K. Crighton, R. Audsley), Proceedigs of the SAC and SEPA biennial conference, Edinburgh, 2008:63-67.
- Leskovar R. Multiple objectives methods of simulation scenario choice for decision support in business system [dissertation]. Maribor: Faculty of Organizational Sciences, University of Maribor, 1993.
- Mazzeto F, Bonera R. MEACROS: a tool for multi- criteria evaluation of alternative cropping systems. Eur. J. Agr., 2003;18:379-387.
- Pavlovič M, Koumboulis F.N, Tzamtzi M.P, Rozman Č. Role of automation agents in agribusiness decision support systems. Agrociencia, 1996;42:913-923.
- Pavlovič M, Čerenak A, Pavlovič V, Rozman Č, Pažek K, Bohanec M. Development of DEX-HOP multi-attribute decision model for preliminary hop hybrids assessment. Comp. Elect. Agric., 2011;75:181-9.
- Rozman Č, Pažek K. Application of computer supported multi-criteria decision models in agriculture. Agric. Conspec. Sci., 2005;70:127-134.
- Rozman Č, Pažek K, Bavec M, Bavec F, Turk J, Majkovič D. The multi-criteria analysis of spelt food processing alternatives on small organic farms. J. Sustain. Agric., 2006;28:159-179.
- Rozman Č, Potočnik M, Pažek K, Borec A, Majkovič D, Bohanec M. A Multi-criteria assesment of tourist farm service quality. Tour. Manage., 2009;30:629-637.
- Saaty T. L. The analytic hierarchy process. New York: McGraw-Hill, 1980.
- Štambuk A. Multi-attribute Hierarchy Model Assessment of Hotel Service Quality. [Master thesis]. Ljubljana: Faculty of Economics, University of Ljubljana, 2002.
- Taylor L, Allardyce M, Macpherson N. Determining marketing strategies for organizations targeting the European tourist to Scotland. Tour. Manage., 1992;13:50-55.
- Tiwari D.N, Loof R, Paudyal G.N. Environmental- economic decision-making in lowland irrigated agriculture using multi-objectives analysis techniques. Agri. Syst., 2009;60:99-112.
- Tojnko S, Rozman Č, Majkovič D, Pažek K, Stajnko D. Multifunktioneller Charakter von Streuobstbeständen – Modell zur Analyse und Bewertung. Erwerbs-Obstbau, 2009;51:29-34.
- Tojnko S, Rozman Č, Unuk T, Pažek K, Pamič Sašo. A Qualitative multi-attribute model for the multifunctional assessment of "Streuobst Stands" in NE Slovenia. Erwerbs-Obstbau. 2011;53(4):157-166.
- Žnidaršič M, Bohanec M, Zupan B. Modelling impacts of cropping systems: Demands and solutions for DEXI methodology. Eur. J. Oper. Res., 2008;189:594-608.