MSHHOTSA: A variant of tunicate swarm algorithm combining multi-strategy mechanism and hybrid Harris optimization

G Liu, Z Guo, W Liu, B Cao, S Chai, C Wang - Plos one, 2023 - journals.plos.org
This paper proposes a novel hybrid algorithm, named Multi-Strategy Hybrid Harris Hawks
Tunicate Swarm Optimization Algorithm (MSHHOTSA). The primary objective of MSHHOTSA …

IGWO-IP&O 算法在光储MPPT 控制系统中的应用.

庞清乐, 郑杨, 马兆兴, 何辰斌 - Journal of Computer …, 2023 - search.ebscohost.com
局部遮阴情况下光伏阵列的输出功率呈现多峰现象, 导致传统MPPT 控制算法失效,
而基于元启发式算法的MPPT 控制功率追踪速度慢, 输出功率振荡大. 针对上述问题 …

基于改进海马优化算法的PID 参数优化.

舒奕彬, 李立君, 张振翮, 戚浩… - Machine Tool & …, 2024 - search.ebscohost.com
为了解决传统海马算法(SHO) 在PID 参数整定中存在全局寻优能力差且收敛速度慢的问题,
提高PID 参数优化质量, 提出一种改进的海马优化算法(ISHO). 通过Tent 混沌映射增加海马种群 …

Improved fuzzy neural network control for the clamping force of Camellia fruit picking manipulator

Z Fan, L Li, K Liao, Z Gao, Y Li… - Mechanics & …, 2023 - mechanics-industry.org
During the operation of the vibrating mechanism, the push-shaking camellia fruit picking
manipulator needs to ensure a constant force output of the clamping hydraulic motor in order …

Path Tracking Control of Patrol Unmanned Vehicle Based on GWO-PID

J Zheng, M Li - Advances in Computer, Signals and Systems, 2022 - clausiuspress.com
Aiming at the problems that the traditional PID control parameters are complex to set and it is
difficult to find the optimal parameters, which affects the accuracy and stability of the path …