KSL-87-36

An Expert System Using Numerical Simulation and Optimization To Find Particle Beam Line Errors

Reference: Selig, L. J. An Expert System Using Numerical Simulation and Optimization To Find Particle Beam Line Errors. May, 1987.

Abstract: This paper describes an expert system that automates error-finding in particle accelerator facilities. The Automated Beam Line Expert (ABLE) combines symbolic reasoning with a well-understood physical model and sophisticated mathematical optimization techniques. Much of ABLE's knowledge was not known beforehand; instead, it was developed interactively by using ABLE to solve problems with simulated beam data.

Notes: 39 pages.


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