Siqi Liang's scientific contributions

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Publications (3)

A Dual Population Collaborative Harmony Search Algorithm with Adaptive Population Size for the System Reliability-Redundancy Allocation Problems
Article
  • Mar 2024
Aiming at the problem that the diversity of the current double population algorithm with dynamic population size reduction cannot be guaranteed in real time in iteration and is easy to fall into local optimum, this study presents a dual population collaborative harmony search algorithm with adaptive population size (DPCHS). Firstly, we propose a du...
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A Dual-Strategy Contest Harmony Search Algorithm Based on Population State for the System Reliability-Redundancy Allocation Problems
Chapter
  • Jul 2023
At present, many improved algorithms have effectively improved the ability to converge to the optimal value. However, there are still difficulties: how to effectively balance the deep development ability of the algorithm in a small range and the extensive exploration ability in the global search field in the iterative process. For this reason, this...
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Fig. 4. Equivalent circuit of PV module.
Fig. 5. Multi-groups cooperation search mechanism.
Fig. 6. Cooperative update of each group.
Fig. 7. Schematic diagrams of Brownian motion and Lévy flight. The step...
+29 Fig. 8. The flow chart of HMSCPSO algorithm.
Hybrid multi-group stochastic cooperative particle swarm optimization algorithm and its application to the photovoltaic parameter identification problem
Article
Full-text available
  • Mar 2023
The accurate estimation of model parameters is significant for the simulation, evaluation, control, and optimization of photovoltaic systems. Recently, meta-heuristic algorithms(MHAs) have been proposed to solve the photovoltaic parameter identification problem. However, extracting the accurate and reliable parameters of PV models is still a great...
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Citations

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Reference: Parameters optimization of solar PV cell using genetic-iterative algorithm
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