A Multi-Objective GRASP for Rule Selection

Reynolds, Alan P., Corne, David W. and de la Iglesia, Beatriz ORCID: https://orcid.org/0000-0003-2675-5826 (2009) A Multi-Objective GRASP for Rule Selection. In: Genetic and Evolutionary Computational Conference (Gecco 2009), 2009-01-01.

Full text not available from this repository. (Request a copy)


This paper describes the application of a multiobjective GRASP to rule selection, where previously generated simple rules are combined to give rule sets that minimize complexity and misclassfication cost. As rule selection performance depends heavily on the diversity and quality of the previously generated rules, this paper also investigates a range of multiobjective approaches for creating this initial rule set and the effect on the quality of the resulting classifier.

Item Type: Conference or Workshop Item (Paper)
Faculty \ School: Faculty of Science > School of Computing Sciences
Depositing User: Vishal Gautam
Date Deposited: 16 Mar 2011 11:14
Last Modified: 05 Jan 2023 14:30
URI: https://ueaeprints.uea.ac.uk/id/eprint/21633
DOI: 10.1145/1569901.1569990

Actions (login required)

View Item View Item