We analyze generalization in XCSF and introduce three improvements. We begin by showing that the types of generalizations evolved by XCSF can be influenced ...

We propose three different ways to update classifier weights in XCSF so as to increase the generalization capabilities of. XCSF: one based on a condition-based ...

Oct 22, 2024 · We analyze generalization in XCSF and introduce three improvements. We begin by showing that the types of generalizations evolved by XCSF ...

We analyze generalization in XCSF and introduce three improvements. We begin by showing that the types of generalizations evolved by XCSF can be influenced ...

We propose three different ways to update classifier weights in XCSF so as to increase the generalization capabilities of. XCSF: one based on a condition-based ...

In this paper we replace the Widrow-Hoff rule with linear least-squares and we show that with this improvement XCSF can fully exploit its generalization ...

Bibliographic details on Generalization in the XCSF Classifier System: Analysis, Improvement, and Extension.

An Analysis of Generalization in the XCS Classifier System · P. Lanzi ... Generalization in the XCSF Classifier System: Analysis, Improvement, and Extension.

Generalization in the XCSF Classifier System: Analysis, Improvement, and Extension. We analyze generalization in XCSF and introduce three improvements. We ...

We propose three different ways to update classifier weights in XCSF so as to increase the generalization capabilities of XCSF: one based on a condition-based ...