TY - JOUR
T1 - BBIOS: A Characterization of Evolutionary Algorithm Stability
AU - Craven, MJ
AU - Martin, SP
PY - 2017/7/18
Y1 - 2017/7/18
N2 - 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.
AB - 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.
UR - https://pearl.plymouth.ac.uk/context/secam-research/article/1861/viewcontent/bbios_characterization_evolutionary.pdf
U2 - 10.1145/3067695.3082034
DO - 10.1145/3067695.3082034
M3 - Conference proceedings published in a journal
VL - 0
JO - GECCO 2017 Companion
JF - GECCO 2017 Companion
IS - 0
T2 - GECCO 2017
Y2 - 15 July 2017 through 19 July 2017
ER -