In recent years, the frequency of weather-related natural disasters—cyclones, torrential rains, floods—has increased as a consequence of global warming. These disasters cause billions of dollars in ...
pyswarm is a gradient-free, evolutionary optimization library for Python that implements Particle Swarm Optimization (PSO) with built-in support for constraints. It is lightweight, easy to use, and ...
Coal mine roadheaders operate under complex conditions characterized by prolonged exposure to high vibration and dust levels, resulting in a high failure rate. Traditional fault diagnosis methods ...
Abstract: This paper presents a novel adaptive solution space methodology integrated with Particle Swarm Optimization (PSO) to dynamically adjust search boundaries in response to swarm movement within ...
Department of Computer Sciences, Suez Canal University, Ismailia, Egypt. Analyzing big data, especially medical data, helps to provide good health care to patients and face the risks of death. The ...
Creative Commons (CC): This is a Creative Commons license. Attribution (BY): Credit must be given to the creator. Two-dimensional (2D) semiconductors are central to many scientific fields. The ...
Abstract: An improved particle swarm optimization algorithm (IPSO) is proposed in this paper to solve the optimization issue in a low-profile metasurface antenna. In order to reduce blind calculations ...
In response to the shortcomings of the Salp Swarm Algorithm (SSA) such as low convergence accuracy and slow convergence speed, a Multi-Strategy-Driven Salp Swarm Algorithm (MSD-SSA) was proposed.
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