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...

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Vydané v:	Nauchno-tekhnicheskiĭ vestnik informat͡s︡ionnykh tekhnologiĭ, mekhaniki i optiki Ročník 16; číslo 3; s. 460 - 466
Hlavní autori:	Petrova, I.A., Buzdalova, A.S., Shalyto, A.A.
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	ITMO University 07.06.2016
Predmet:	evolutionary algorithm multiobjective optimization reinforcement learning travelling salesman problem
ISSN:	2226-1494, 2500-0373
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