# Linear programming-based stabilization and synchronization of positive complex networks with dynamic link subsystems

**Authors:** Shouting Hong, Junfeng Zhang, Gang Zheng, Haoyue Yang, Bhatti Uzair Aslam, Gang Wang, Gang Wang, Gang Wang

PMC · DOI: 10.1371/journal.pone.0321582 · PLOS One · 2025-05-15

## TL;DR

This paper presents a new method using linear programming to stabilize and synchronize complex networks with dynamic links.

## Contribution

A novel coupling term and stabilization framework for positive complex networks using linear programming.

## Key findings

- A new coupling term ensures stability and synchronization of positive complex networks.
- A simulation example confirms the effectiveness of the proposed approaches.
- Linear programming and copositive Lyapunov functions enable tractable design and analysis.

## Abstract

This paper investigates the stabilization and synchronization of positive complex networks with dynamic links. A class of positive complex networks is constructed by introducing dynamic link between nodes. A controller and the corresponding coupling term with respect to links are designed to achieve the positivity and stability of complex networks and link systems, respectively. Then, a synchronization controller and the corresponding coupling term with respect to links and node states are proposed, respectively. The main contributions are as follows: (i) A novel coupling term is constructed to achieve stability and synchronization of positive complex networks, (ii) A stabilization and synchronization framework is constructed by designing two classes of controllers and coupling terms, and (iii) A tractable design, analysis, and computation method is introduced by virtue of linear programming and copositive Lyapunov function. Finally, a simulation example is provided to verify the effectiveness and feasibility of the proposed approaches.

## Full-text entities

- **Genes:** CLQTL1 (cholesterol-lowering factor) [NCBI Gene 54501] {aka CLF}, MYLK (myosin light chain kinase) [NCBI Gene 4638] {aka AAT7, KRP, MLCK, MLCK1, MLCK108, MLCK210}
- **Diseases:** ORCID iD (MESH:C535742), LSs (MESH:C536424), PCNs (MESH:D048090), PMJSs (MESH:C000711648)
- **Chemicals:** PONE-D-25-00197R1 (-)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

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## References

45 references — full list in the complete paper: https://tomesphere.com/paper/PMC12080841/full.md

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Source: https://tomesphere.com/paper/PMC12080841