Can OneMax help optimizing LeadingOnes using the EA+RL method?

Maxim Buzdalov; Arina Buzdalova

doi:10.1109/CEC.2015.7257100

Can OneMax help optimizing LeadingOnes using the EA+RL method?

Maxim Buzdalov, Arina Buzdalova

ITMO University

Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Trafodion Cynhadledd (ISBN)

6 Dyfyniadau (Scopus)

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There exist optimization problems with the target objective, which is to be optimized, and several extra objectives, which can be helpful in the optimization process. The EA+RL method is designed to control optimization algorithms which solve problems with extra objectives. The method is based on the use of reinforcement learning for adaptive online selection of objectives.

Iaith wreiddiol	Saesneg
Teitl	2015 IEEE Congress on Evolutionary Computation, CEC 2015
Is-deitl	Proceedings
Cyhoeddwr	IEEE Press
Tudalennau	1762-1768
Nifer y tudalennau	7
ISBN (Electronig)	9781479974924
Dynodwyr Gwrthrych Digidol (DOIs)	https://doi.org/10.1109/CEC.2015.7257100
Statws	Cyhoeddwyd - 14 Medi 2015
Cyhoeddwyd yn allanol	Ie
Digwyddiad	IEEE Congress on Evolutionary Computation, CEC 2015 - Sendai, Siapan Hyd: 25 Mai 2015 → 28 Mai 2015

Cynhadledd

Cynhadledd	IEEE Congress on Evolutionary Computation, CEC 2015
Gwlad/Tiriogaeth	Siapan
Dinas	Sendai
Cyfnod	25 Mai 2015 → 28 Mai 2015

Mynediad at Ddogfen

10.1109/CEC.2015.7257100

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Dolen barhaus

Ffeiliau eraill a chysylltiadau

Dolen i’r cyhoeddiad yn Scopus

Dyfynnu hyn

@inproceedings{d8921239d88a4f9788d630fafa4ae058,

title = "Can OneMax help optimizing LeadingOnes using the EA+RL method?",

abstract = "There exist optimization problems with the target objective, which is to be optimized, and several extra objectives, which can be helpful in the optimization process. The EA+RL method is designed to control optimization algorithms which solve problems with extra objectives. The method is based on the use of reinforcement learning for adaptive online selection of objectives.",

author = "Maxim Buzdalov and Arina Buzdalova",

note = "Publisher Copyright: {\textcopyright} 2015 IEEE.; IEEE Congress on Evolutionary Computation, CEC 2015 ; Conference date: 25-05-2015 Through 28-05-2015",

year = "2015",

month = sep,

day = "14",

doi = "10.1109/CEC.2015.7257100",

language = "English",

pages = "1762--1768",

booktitle = "2015 IEEE Congress on Evolutionary Computation, CEC 2015",