Abstract
The aim of this study is to evaluate the effectiveness of genetic programming relative to that of more commonly-used methods for the identification of components within mixtures of materials using Raman spectroscopy. A key contribution of the genetic programming technique proposed in this research is that it explicitly aims to optimise the certainty levels associated with discovered rules, so as to minimize the chance of misclassification of future samples.
Original language | English (Ireland) |
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Title of host publication | APPLICATIONS AND INNOVATIONS IN INTELLIGENT SYSTEMS XII, PROCEEDINGS |
Publisher | Springer |
Number of pages | 11 |
Publication status | Published - 1 Jan 2005 |
Authors (Note for portal: view the doc link for the full list of authors)
- Authors
- Hennessy, K;Madden, MG;Conroy, J;Ryder, AG