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Multi-objective chaos game optimization

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Bibliographic Details
Main Authors: Nima, Khodadadi, Laith, Abualigah, Qasem, Al-Tashi
Format: Book
Language:English
Published: Springer 2023
Subjects:
CGO
MOCGO
Online Access:https://link.springer.com/article/10.1007/s00521-023-08432-0
https://dlib.phenikaa-uni.edu.vn/handle/PNK/7721
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spelling oai:localhost:PNK-77212023-04-10T04:33:22Z Multi-objective chaos game optimization Nima, Khodadadi Laith, Abualigah Qasem, Al-Tashi CGO MOCGO CC BY The Chaos Game Optimization (CGO) has only recently gained popularity, but its effective searching capabilities have a lot of potential for addressing single-objective optimization issues. Despite its advantages, this method can only tackle problems formulated with one objective. The multi-objective CGO proposed in this study is utilized to handle the problems with several objectives (MOCGO). In MOCGO, Pareto-optimal solutions are stored in a fixed-sized external archive. In addition, the leader selection functionality needed to carry out multi-objective optimization has been included in CGO. The technique is also applied to eight real-world engineering design challenges with multiple objectives. The MOCGO algorithm uses several mathematical models in chaos theory and fractals inherited from CGO. 2023-04-10T04:33:21Z 2023-04-10T04:33:21Z 2023 Book https://link.springer.com/article/10.1007/s00521-023-08432-0 https://dlib.phenikaa-uni.edu.vn/handle/PNK/7721 en application/pdf Springer
institution Digital Phenikaa
collection Digital Phenikaa
language English
topic CGO
MOCGO
spellingShingle CGO
MOCGO
Nima, Khodadadi
Laith, Abualigah
Qasem, Al-Tashi
Multi-objective chaos game optimization
description CC BY
format Book
author Nima, Khodadadi
Laith, Abualigah
Qasem, Al-Tashi
author_facet Nima, Khodadadi
Laith, Abualigah
Qasem, Al-Tashi
author_sort Nima, Khodadadi
title Multi-objective chaos game optimization
title_short Multi-objective chaos game optimization
title_full Multi-objective chaos game optimization
title_fullStr Multi-objective chaos game optimization
title_full_unstemmed Multi-objective chaos game optimization
title_sort multi-objective chaos game optimization
publisher Springer
publishDate 2023
url https://link.springer.com/article/10.1007/s00521-023-08432-0
https://dlib.phenikaa-uni.edu.vn/handle/PNK/7721
_version_ 1762818481354440704
score 8.881002

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