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The system resolution uncertainty

By analogy with the resolution for a single random quantity, we define the resolved uncertainty for the belief structure [B] to be

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The total resolution is the sum of the resolutions for any collection of tex2html_wrap_inline4046 elements of tex2html_wrap_inline3820 with prior variance one, which are a priori uncorrelated. Note that if D is the empty set tex2html_wrap_inline3697 , then

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Where appropriate, we may therefore view tex2html_wrap_inline4046 as the prior uncertainty in the collection B, written as

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namely the total uncertainty associated with any maximal collection of uncorrelated elements of tex2html_wrap_inline3820 standardised to unit variance. We define the system resolution for B to be the ratio of resolved to prior uncertainty for the collection, namely

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The system resolution provides qualitatively similar information for the structure tex2html_wrap_inline3958 to that expressed by the resolution for a single quantity, X. tex2html_wrap_inline4066 can be viewed as the ``average'' of the resolutions for each canonical direction, so that a value near one implies that we expect substantial information about most elements of tex2html_wrap_inline3820 , while a value near zero indicates that there are a variety of elements for which the adjustment is not expected to be informative.



David Wooff
Thu Oct 15 11:56:54 BST 1998