Yw. Dong et M. Kitaoka, IMPLEMENTATION OF A CASE-BASED PRODUCTION SCHEDULING SYSTEM IN C LANGUAGE, Computers & industrial engineering, 27(1-4), 1994, pp. 265-268
This paper presents the application of Case-Based Reasoning to the pro
duction scheduling problem in a corrugated card-board factory, its mai
n task is to find a promising sequence for jobs processing, a prototyp
e of the scheduling system is implemented in C language. In this syste
m, a schedule case is represented in the form of ordered tree and each
job is represented in the format of attribute-value pairs. When jobs
to be sequenced are given, a previous case which is the best matching
with the problem is recalled from the case-base, the sequence of given
jobs can be decided assigning the jobs to the nodes of the ordered tr
ee of the recalled case. Several real world scheduling problems in the
factory have been solved and the system behaved as correctly as the h
uman experts did, it was showed that the Case-Based Reasoning approach
is well suited to solve production scheduling problems,