Visual Studio Magazine

Neural Network Training Using Particle Swarm Optimization

Although mathematically elegant, back-propagation isn't perfect. Instead consider using particle swarm optimization (PSO) to train your neural network; here's how. You can think of a neural network as ...
Visual Studio Magazine

Multi-Swarm Optimization for Neural Networks Using C#

Multi-swarm optimization (MSO) is a powerful variation of particle swarm optimization. Understanding how MSO works and how to implement it can be a valuable addition to your developer toolkit. Many ...
GitHub

Swarm Intelligence for Autonomous Microgrid Energy Balancing

This project investigates the application of Particle Swarm Optimization (PSO) to minimize the mismatch between renewable energy generation and consumption by optimizing energy storage utilization.
IEEE

Frequency Estimation of Non-Equidistant Small Sample Gaussian Noise Based on Mean Square Error and Particle Swarm Optimization

Abstract: For small sample Gaussian noise with non-equal interval sampling, an adaptive function derived from mean square error is constructed and iteratively solved ...
IEEE

Particle Swarm Optimization based Multi-Step Prediction for Start-up Switching Sequence Optimization of NPC-DBSRC

Abstract: Direct minimum current trajectory (MCT) control can induce beat-frequency oscillation during start-up process in dual-bridge series-resonant converter (DBSRC). To address this issue, this ...
JSTOR Daily

Cloud Storage Data Retrieval Method of Port Logistic Based on Particle Swarm Optimization

Journal of Coastal Research, SPECIAL ISSUE NO. 110. Recent Developments of Port, Marine, and Ocean Engineering (FALL 2020), pp. 295-298 (4 pages) The arrival of big data is a major challenge for ...