Abstract
In this chapter, we consider optimization of decision and inhibitory rules including multi-stage optimization relative to a sequence of cost functions. We discuss an algorithm for counting the number of optimal rules, and consider simulation of a greedy algorithm for construction of decision rule sets. We also discuss results of computer experiments with decision an inhibitory rules: existence of small systems of enough accurate decision rules that cover almost all rows, and existence of totally optimal decision and inhibitory rules that have minimum length and maximum coverage simultaneously.
Original language | English (US) |
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Title of host publication | Intelligent Systems Reference Library |
Publisher | Springer Science and Business Media Deutschland GmbH |
Pages | 185-202 |
Number of pages | 18 |
DOIs | |
State | Published - 2020 |
Publication series
Name | Intelligent Systems Reference Library |
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Volume | 156 |
ISSN (Print) | 1868-4394 |
ISSN (Electronic) | 1868-4408 |
Bibliographical note
Publisher Copyright:© 2020, Springer Nature Switzerland AG.
ASJC Scopus subject areas
- General Computer Science
- Information Systems and Management
- Library and Information Sciences