Adaptive selection of auxiliary objectives in multiobjective evolutionary algorithms

Subject of Research.We propose to modify the EA+RL method, which increases efficiency of evolutionary algorithms by means of auxiliary objectives. The proposed modification is compared to the existing objective selection methods on the example of travelling salesman problem. Method. In the EA+RL met...

Full description

Bibliographic Details

Published in:	Nauchno-tekhnicheskiĭ vestnik informat͡s︡ionnykh tekhnologiĭ, mekhaniki i optiki Vol. 16; no. 3; pp. 460 - 466
Main Authors:	Petrova, I.A., Buzdalova, A.S., Shalyto, A.A.
Format:	Journal Article
Language:	English
Published:	ITMO University 07.06.2016
Subjects:	evolutionary algorithm multiobjective optimization reinforcement learning travelling salesman problem
ISSN:	2226-1494, 2500-0373
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!