Summary
International Symposium on Nonlinear Theory and its Applications
2017
Session Number:A3L-C
Session:
Number:A3L-C-7
Adaptation of Decision Making with Chaotic Semiconductor Laser
Takatomo Mihana, Yuta Terashima, Makoto Naruse, Song-Ju Kim, Atsushi Uchida,
pp.275-278
Publication Date:2017/12/4
Online ISSN:2188-5079
Summary:
Decision making using the tug-of-war method is useful in terms of adaptation for hit probability in the multi-armed Bandit problem. We numerically implement decision making using chaotic waveforms of a semiconductor laser. We investigate the effect of the memory parameter of the tug-of-war method on the adaptation of decision making. We found that there is a trade-off between the adaptation and convergence for decision making when the memory parameter is changed.