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Feature Selection Optimization for Mahalanobis-Taguchi System Using Chaos Quantum-Behavior Particle Swarm

Journal of Shanghai Jiaotong University (Science), 2020
The computational speed in the feature selection of Mahalanobis-Taguchi system (MTS) using standard binary particle swarm optimization (BPSO) is slow and it is easy to fall into the locally optimal solution. This paper proposes an MTS variable optimization method based on chaos quantum-behavior particle swarm. In order to avoid the influence of complex
Jiufu Liu   +5 more
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Mobile energy replenishment scheduling based on quantum-behavior particle swarm optimization

2020 39th Chinese Control Conference (CCC), 2020
Wireless rechargeable sensor network is a new type of sensor network which has been widely concerned recently. It has the function of charging nodes in network. We use the mobile energy replenishment device to actively move to nodes in the sensor network for charging.
Chengpeng Jiang   +4 more
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Particle swarm optimization with particles having quantum behavior

Proceedings of the 2004 Congress on Evolutionary Computation (IEEE Cat. No.04TH8753), 2004
In this paper, inspired by the analysis of convergence of PSO, we study the individual particle of a PSO system moving in a quantum multidimensional space and establish a quantum delta potential well model for PSO. After that, a trial method of parameter control and QDPSO is proposed.
Jun Sun 0008, Bin Feng, Wenbo Xu 0001
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A novel offloading approach of IoT user perception task based on quantum behavior particle swarm optimization

Future Generation Computer Systems, 2022
Lu Chen   +5 more
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Variable screening with binary quantum behavior particle swarm optimization

International Conference on Internet of Things and Machine Learning (IoTML 2022), 2023
Xiaohong Peng, zheng rui, liu jiufu
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An improved multi-objective particle swarm optimization algorithm based on quantum behavior for an ethylene cracker

2023 38th Youth Academic Annual Conference of Chinese Association of Automation (YAC), 2023
Xiaoyong Lin   +4 more
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Damage Detection of Civil Structures Based on Quantum Behavior Particle Swarm Optimization Algorithm

2023 IEEE International Conference on Integrated Circuits and Communication Systems (ICICACS), 2023
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