Two-Dimensional Belief Change

Author Hans Rott



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Hans Rott

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Hans Rott. Two-Dimensional Belief Change. In Formal Models of Belief Change in Rational Agents. Dagstuhl Seminar Proceedings, Volume 7351, pp. 1-27, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2007) https://doi.org/10.4230/DagSemProc.07351.22

Abstract

The idea of two-dimensional belief change operators is that a belief state is
transformed by an input sentence $A$ in such a way that $A$ gets accepted
with at least the strength or certainty of a sentence $B$ (the reference
sentence). The input of such a transformation may alternatively be conceived
as `$B leq A$' [`$B$ less-than-or-equal-to $A$']. This notation makes explicit
that the process induced is basically one of doxastic preference change. The
principal case of two-dimensional belief change obtains when $B$ is a prior
belief which is more strongly accepted than both $A$ and $
eg A$, but the
non-principal cases are interesting in their own right. Various two-dimensional
revision operators were studied by Cantwell (1997, `raising' and `lowering'),
Fermé and Rott (2003, `revision by comparison'), and Rott (2007, `bounded
revision'). Special choices of a fixed input sentence $A$ or a fixed reference
sentence $B$ lead to some well-known unary oparators of belief change:
`irrevocable' (aka `radical') revision, `severe withdrawal' (aka `mild
contraction'), `natural' (aka `conservative') and `lexicographic' (aka `moderate')
revision. The talk gives a survey of several variants of two-dimensional belief
change and their representations. I argue that two-dimensional belief change
operators offer an interesting qualitative model with an expressive power
between (all too poor) unary operators and (all too demanding) quantitative
models of belief change.

Subject Classification

Keywords
  • Belief revision
  • radical revision
  • conservative revision
  • moderate revision
  • severe withdrawal
  • preference change
  • qualitative vs. quantitative change

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