Characteristics of the Analytic Network Process, a Multi-Criteria Decision-Making Method

Scientific paper - Original scientific paper

• Author: Nikola Kadoić
• Author's institution: University of Zagreb; Faculty of Organization and Informatics
• Scientific / art field, discipline and subdiscipline: SOCIAL SCIENCES; Information and Communication Sciences; Information Systems and Information Science

Abstract (english)

The Analytic Network Process (ANP) is one of the most complex multi-criteria decision-making methods. It was developed by Professor Thomas Saaty, who also created the Analytic Hierarchy Process (AHP). In the network, we model the dependencies and influences between decision- making elements. A network contains much more information on the decision- making problem than the hierarchy does. By applying the ANP, we, therefore, obtain more accurate results (the decision). However, AHP is much more often applied even when the decision-making problems contain influences and dependencies which were not considered in the AHP. The main research goal of this paper is to identify reasons (ANP characteristics) why ANP is not applied when the problems contain influences and dependencies. After describing the main characteristics, we focus on the three characteristics of the ANP, which are (1) the inseparability of the criteria and alternatives, (2) the influence of the goal node on the priorities in the decision-making problem and (3) the stochasticity of the supermatrix in the ANP method. All these three characteristics are theoretically analyzed in depth and demonstrated through examples. The paper concludes with proposals on how the ANP can be used with respect to these three characteristics.

• Keywords (english): analytic network process; ANP; stochasticity; supermatrix; reducibility
• Language: english
• Publication type: Scientific paper - Original scientific paper
• Publication status: Published
• Peer review: Peer review - international
• Publication version: Published version
• Journal title: Croatian operational research review
• Numbering: vol. 9, no. 2, pp. 235-244
• p-ISSN: 1848-0225
• DOI: https://doi.org/10.17535/crorr.2018.0018
• URN:NBN: urn:nbn:hr:211:872142
• Publication: 2018
• Project: Number: HRZZ-IP-2014-09-7854; Title (croatian): Razvoj metodološkog okvira za strateško odlučivanje u visokom obrazovanju – primjer implementacije otvorenog učenja i učenja na daljinu; Acronym: HigherDecision; Leader: prof.dr.sc. Blaženka Dicjak; Jurisdiction: Croatia
• Document URL: http://bib.irb.hr/962272
• Type of resource: Text
• Access conditions: Open access
• Created on: 2018-12-13 16:10:30