The purposes of this research were: (1) the modeling of a CID
situation and (2) the search for robust and controllable input
variable settings. The inputs were defined as controllable and
noise variables and the confusion matrices in ROC theory were
adapted to act as controllable factors. In this research a simple
virtual battlespace representation is employed. The experimental
results of the CID system are summarized by a posterior confusion
matrix and throughout the confusion matrix analysis we can obtain
all various types of data such as accuracy, error cost, error
rates, and so forth. To find the optimal parameters three
evaluation techniques were applied: (1) Linearly constrained
discrete optimization, (2) Taguchi's S-N ratio method and (3)
Robust parameter design with a combined array. The results are
compared and contrasted across different objective functions.
General
Imprint: |
Biblioscholar
|
Country of origin: |
United States |
Release date: |
November 2012 |
First published: |
November 2012 |
Authors: |
Taeho Kim
|
Dimensions: |
246 x 189 x 7mm (L x W x T) |
Format: |
Paperback - Trade
|
Pages: |
130 |
ISBN-13: |
978-1-288-32767-6 |
Categories: |
Books >
Social sciences >
Education >
General
|
LSN: |
1-288-32767-6 |
Barcode: |
9781288327676 |
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