An Improved Constrained Multiobjective Optimization for Energy Multimodal Transport Among Clustering Islands
Clustering islands located close to each other and sharing some common characteristics offer diverse and unique opportunities for tourism, trade, and research, and especially take a crucial part in the military. Remote from inland, islands have relatively limited resources, which makes them dependen...
Saved in:
| Main Authors: | , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2024-12-01
|
| Series: | Mathematics |
| Subjects: | |
| Online Access: | https://www.mdpi.com/2227-7390/12/24/3926 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1850085427083476992 |
|---|---|
| author | Xu Yang Fuxing Zhang Honglei Miao |
| author_facet | Xu Yang Fuxing Zhang Honglei Miao |
| author_sort | Xu Yang |
| collection | DOAJ |
| description | Clustering islands located close to each other and sharing some common characteristics offer diverse and unique opportunities for tourism, trade, and research, and especially take a crucial part in the military. Remote from inland, islands have relatively limited resources, which makes them dependent on imported energy sources such as oil and gas or renewable energy. However, there are few studies about the energy security of clustering islands. To this end, this study proposes a novel energy optimization framework that aims to optimize the use of their different types of energy among clustering islands and improve the stability of the whole energy internet via a multilayer transportation network. The transportation network also enables islands to serve as emergency power sources for each other in some emergency situations. Specifically, we construct an assignment model that considers multimodal transport, multiobjective, and multiple constraints. To address this issue, we develop an unconstrained-individuals guiding constrained multiobjective optimization algorithm, named uiCMOA. Experimental results demonstrate the effectiveness of the transportation network and the efficiency of the proposed algorithm. |
| format | Article |
| id | doaj-art-749ca4e83e4540499f7c9f0ecc290ff7 |
| institution | DOAJ |
| issn | 2227-7390 |
| language | English |
| publishDate | 2024-12-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Mathematics |
| spelling | doaj-art-749ca4e83e4540499f7c9f0ecc290ff72025-08-20T02:43:43ZengMDPI AGMathematics2227-73902024-12-011224392610.3390/math12243926An Improved Constrained Multiobjective Optimization for Energy Multimodal Transport Among Clustering IslandsXu Yang0Fuxing Zhang1Honglei Miao2College of Systems Engineering, National University of Defense Technology, Deya Road No. 109, Changsha 410073, ChinaHNAC Technology Co., Ltd., No. 609 Lusong Road, Changsha 410205, ChinaHNAC Technology Co., Ltd., No. 609 Lusong Road, Changsha 410205, ChinaClustering islands located close to each other and sharing some common characteristics offer diverse and unique opportunities for tourism, trade, and research, and especially take a crucial part in the military. Remote from inland, islands have relatively limited resources, which makes them dependent on imported energy sources such as oil and gas or renewable energy. However, there are few studies about the energy security of clustering islands. To this end, this study proposes a novel energy optimization framework that aims to optimize the use of their different types of energy among clustering islands and improve the stability of the whole energy internet via a multilayer transportation network. The transportation network also enables islands to serve as emergency power sources for each other in some emergency situations. Specifically, we construct an assignment model that considers multimodal transport, multiobjective, and multiple constraints. To address this issue, we develop an unconstrained-individuals guiding constrained multiobjective optimization algorithm, named uiCMOA. Experimental results demonstrate the effectiveness of the transportation network and the efficiency of the proposed algorithm.https://www.mdpi.com/2227-7390/12/24/3926clustering islandsenergy securitymultimodal transportconstrained multiobjective optimization |
| spellingShingle | Xu Yang Fuxing Zhang Honglei Miao An Improved Constrained Multiobjective Optimization for Energy Multimodal Transport Among Clustering Islands Mathematics clustering islands energy security multimodal transport constrained multiobjective optimization |
| title | An Improved Constrained Multiobjective Optimization for Energy Multimodal Transport Among Clustering Islands |
| title_full | An Improved Constrained Multiobjective Optimization for Energy Multimodal Transport Among Clustering Islands |
| title_fullStr | An Improved Constrained Multiobjective Optimization for Energy Multimodal Transport Among Clustering Islands |
| title_full_unstemmed | An Improved Constrained Multiobjective Optimization for Energy Multimodal Transport Among Clustering Islands |
| title_short | An Improved Constrained Multiobjective Optimization for Energy Multimodal Transport Among Clustering Islands |
| title_sort | improved constrained multiobjective optimization for energy multimodal transport among clustering islands |
| topic | clustering islands energy security multimodal transport constrained multiobjective optimization |
| url | https://www.mdpi.com/2227-7390/12/24/3926 |
| work_keys_str_mv | AT xuyang animprovedconstrainedmultiobjectiveoptimizationforenergymultimodaltransportamongclusteringislands AT fuxingzhang animprovedconstrainedmultiobjectiveoptimizationforenergymultimodaltransportamongclusteringislands AT hongleimiao animprovedconstrainedmultiobjectiveoptimizationforenergymultimodaltransportamongclusteringislands AT xuyang improvedconstrainedmultiobjectiveoptimizationforenergymultimodaltransportamongclusteringislands AT fuxingzhang improvedconstrainedmultiobjectiveoptimizationforenergymultimodaltransportamongclusteringislands AT hongleimiao improvedconstrainedmultiobjectiveoptimizationforenergymultimodaltransportamongclusteringislands |