Multi-stage optimization of decision and inhibitory rules

Fawaz Alsolami*, Mohammad Azad, Igor Chikalov, Mikhail Moshkov

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingChapterpeer-review


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 languageEnglish (US)
Title of host publicationIntelligent Systems Reference Library
PublisherSpringer Science and Business Media Deutschland GmbH
Number of pages18
StatePublished - 2020

Publication series

NameIntelligent Systems Reference Library
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


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