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N. Karayianis, C. A. Morrison, D. E. Wortman
Nuclear Science and Engineering | Volume 40 | Number 1 | April 1970 | Pages 38-50
Technical Paper | doi.org/10.13182/NSE70-A18878
Articles are hosted by Taylor and Francis Online.
The general problem of unfolding is considered from the point of view of linear vector space theory as applied to the more specific problem of spectral unfolding. It is shown that the basis for many of the methods currently in use is an expansion of the unknown spectrum φ(E) in terms of some set of functions wn (E). The coefficients in the expansion are determined by the measured outputs of the detectors. The relationships between the various solutions obtained by using different sets of wn (E) functions are explored. It is shown that the particular solution obtained by using the response functions of the detectors as the wn (E) is effectively an orthogonal decomposition of φ(E) whereas all other expansions are nonorthogonal decompositions. As a result of these properties, the response function expansion, for example, has a bounded square deviation from φ(E) and is less sensitive to errors in the measured detector outputs, whereas other expansions can lead to solutions that may differ violently from φ(E). Conditions under which the latter situation can occur are of a fundamental nature and do not owe their origin to calculational inaccuracies. The square-wave solution is given particular attention and the theoretical basis is investigated of the standard practice of requiring an all positive solution with theoretical outputs that differ least from those measured. It is shown that the correct square-wave representation for φ(E) results in theoretical detector outputs that necessarily differ from those produced by φ(E) itself—possibly by a large amount. Thus, except for cases where this difference is known, a priori, to be small, there is no theoretical basis for this standard practice.