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Partial Order Preference Structure

Partial Order

This is a preference structure for Modeling Preferences in MCDA that includes $J$ - the Incomparability relation.

Assume:

  • there are different experts ${1, 2, 3}$
  • they evaluate 4 projects $a, b, c, d$
  • investment $a$ is preferred to investment $b$ if estimates from $a$ are higher than from $b$ (or $a$ dominates $b$)
  • i.e. there is Unanimity between the experts

| | $a$ | $b$ | $c$ | $d$ | 1 | 10 | 8 | 7 | 6 || 2 | 9 | 7 | 5 | 6 || 3 | 12 | 8 | 9 | 4 | We can infer the following relations:

  • $a \ P \ b$ because all three experts agree
  • but $b \ J \ c$:
    • 1st expert say $b \ P \ c$
    • but 3rd say $c \ P \ b$
    • therefore we cannot compare $a$ and $b$

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so we have partial order:

  • $P$ is transitive
  • and $J$ is not empty

Sources