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Overview

The general problem considered in the tex2html_wrap_inline58 om tex2html_wrap_inline60 nt+ project is to best solve a system of integral equations

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with a lattice constraint of the form tex2html_wrap_inline66 where tex2html_wrap_inline68 and tex2html_wrap_inline70 are potentially infinite, but measurable, functions. Examples abound, including spectral estimation, spectroscopy, and of particular interest to the tex2html_wrap_inline58 om tex2html_wrap_inline60 nt+ project, tomography.

Since the unknown tex2html_wrap_inline76 is a function, residing in a known function space X, the integral equations (gif) are not sufficient to uniquely determine tex2html_wrap_inline76 . If the equations are consistent, they are underdetermined: there are an infinity of solutions. To overcome this difficulty, we select the ``best'' function by minimizing some measure of the function. Mathematically, we seek solutions to

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Writing Ax=b for the system in (gif), and incorporating the lattice constraints in the objective function f by adding infinities as needed, we have the exactly constrained problem

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If the data vector b, or the measurement process A, is known to be inexact, we may relax the constraints to the form

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Ron Haynes
Thu Aug 8 16:22:34 PDT 1996