GNN Representation Learning and Multi-Objective Variable Neighborhood Search Algorithm for Wind Farm Layout Optimization

With the increasing demand for electrical services, wind farm layout optimization has been one of the biggest challenges that we have to deal with. Despite the promising performance of the heuristic algorithm on the route network design problem, the expressive capability and search performance of th...

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Bibliographic Details
Published in:Energy engineering 2024, Vol.121 (4), p.1049-1065
Main Authors: Li, Yingchao, Wang, Jianbin, Wang, Haibin
Format: Article
Language:English
Subjects:
Ablation
Algorithms
Computer simulation
Graph neural networks
Heuristic methods
Layouts
Machine learning
Multiple objective analysis
Network design
Optimization
Representation learning
Search algorithms
Wind farms
Wind power
Citations: Items that this one cites
Online Access:Get full text
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