An inspection model is considered in which inspections are
hazardous to the device being monitored. The model is formulated as
a partially observable Markov decision process. Previous research
has determined the optimal ongoing inspection policies for a previously inspected device. In this thesis, the optimal inspection
initiation policies are investigated...
An inspection-repair model is developed that presumes inspection
is hazardous to the system being inspected. The form of the optimal
inspection-repair policy is determined for different ranges of the
model's parameters. The model is formulated as a partially observable
Markov decision process with finite numbers of states and actions.
The...
Methodologies for data reduction, modeling, and classification of grouped
response curves are explored. In particular, the thesis focuses on the analysis of
a collection of highly correlated, highly dimensional response-curve data of
spectral reflectance curves of wood surface features.
In the analysis, questions about the application of cross-validation
estimation of...
In the context of forest products, a cutting order is a list of dimension parts along with demanded quantities. The cutting-order problem is to minimize the total cost of filling the cutting order from a given lumber grade (or grades). Lumber of a given grade is supplied to the production...
The goal of this research is to develop automatic techniques for
identifying defects in Douglas-fir veneer. To achieve this goal,
computer vision techniques, in particular image-processing, will be
applied. Several pre-processing steps may be required to enhance
images in making further analysis easier, faster, and more reliable.
Pre-processing is often...