The Assessment and Application of Lineage Information in Genetic Programs for Producing Better Models

Abstract

One of the challenges in data mining, and in particular genetic programs, is to provide sufficient coverage of the search space in order to produce an acceptable model. Traditionally, genetic programs generate equations (chromosomes) and consider all chromosomes within a population for breeding purposes. Considering the enormity of the search space for… (More)
DOI: 10.1109/IRI.2006.252403

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