• DocumentCode
    4601
  • Title

    Probabilistic Preferences in the Graph Model for Conflict Resolution

  • Author

    Rego, Leandro C. ; dos Santos, Andrea Maria

  • Author_Institution
    Stat. Dept., Univ. Fed. de Pernambuco, Recife, Brazil
  • Volume
    45
  • Issue
    4
  • fYear
    2015
  • fDate
    Apr-15
  • Firstpage
    595
  • Lastpage
    608
  • Abstract
    We present a generalization of the graph model for conflict resolution, introducing the possibility of decision makers (DMs) expressing their preferences among the possible scenarios through probabilistic preferences. In this new scenario, four stability definitions (solution concepts) are proposed: 1) α-Nash stability; 2) (α, β)-metarationality; 3) (α, β)-symmetric metarationality; and 4) (α, β, γ)-sequential stability. We deal with conflicts that involve two or more DMs. Relationships between these definitions are demonstrated, as well as an analysis of how the values of the parameters α, β, and y influence the set of stable states is made. Applications of the proposed model to conflicts involving two and three DMs are presented. The analysis of these applications highlights the advantages gained by allowing individuals to express their preferences probabilistically.
  • Keywords
    decision making; decision theory; game theory; graph theory; probability; α-Nash stability; DM; conflict resolution; decision makers; graph model generalization; probabilistic preferences; sequential stability; solution concepts; stability definitions; symmetric metarationality; Analytical models; Probabilistic logic; Radiation detectors; Stability criteria; Standards; Conflict; graph model; preference uncertainty; probabilistic preferences; stability notions;
  • fLanguage
    English
  • Journal_Title
    Systems, Man, and Cybernetics: Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    2168-2216
  • Type

    jour

  • DOI
    10.1109/TSMC.2014.2379626
  • Filename
    7001694