Robust and efficient network reconstruction in complex system via adaptive signal lasso
Network reconstruction is a crucial task in understanding and controlling the collective dynamics of complex systems. Most real-world networks exhibit sparse properties, and the connection parameter is a binary signal (0 or 1). Traditional shrinkage methods, such as lasso or compressed sensing (CS),...
| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
American Physical Society
2023-12-01
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| Series: | Physical Review Research |
| Online Access: | http://doi.org/10.1103/PhysRevResearch.5.043200 |