BBIOS: A Characterization of Evolutionary Algorithm Stability

Authors

MJ Craven, School of Engineering, Computing and Mathematics
SP Martin

ORCID

• MJ Craven: 0000-0001-9522-6173

Abstract

We report preliminary results of linking distinct parameter metrics and stability via a novel dynamical system stability characterization (BBIOS). We conduct EA trials to determine the extent of EA stability in parameter space neighborhoods defined by metrics. We capture EA performance loss due to perturbation.

DOI Link

10.1145/3067695.3082034

DOI

10.1145/3067695.3082034

Publication Date

2017-07-18

Publication Title

GECCO 2017 Companion

Recommended Citation

Craven, M., & Martin, S. (2017) 'BBIOS: A Characterization of Evolutionary Algorithm Stability', GECCO 2017 Companion, . Available at: 10.1145/3067695.3082034