A modified self-adaptive marine predators algorithm: framework and engineering applications
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DOI: 10.1007/s00366-021-01319-5
Abstract: The application of metaheuristic algorithms is one of the most promising approaches for solving real-world problems. The marine predators algorithm (MPA) is a recently proposed population-based metaheuristic algorithm that has been proven to be competitive… read more here.
Keywords: self adaptive; engineering; predators algorithm; modified self ... See more keywords
Parameters identification of solid oxide fuel cell for static and dynamic simulation using comprehensive learning dynamic multi-swarm marine predators algorithm
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DOI: 10.1016/j.enconman.2020.113692
Abstract: Abstract An accurate identification of the parameters of solid oxide fuel cell (SOFC) models is the first step to provide a reliable design for an energy storage system using SOFC. Therefore, in the current work,… read more here.
Keywords: multi swarm; learning dynamic; dynamic multi; marine predators ... See more keywords
COVID-19 image classification using deep features and fractional-order marine predators algorithm
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DOI: 10.1038/s41598-020-71294-2
Abstract: Currently, we witness the severe spread of the pandemic of the new Corona virus, COVID-19, which causes dangerous symptoms to humans and animals, its complications may lead to death. Although convolutional neural networks (CNNs) is… read more here.
Keywords: classification; fractional order; covid; marine predators ... See more keywords
An Efficient Marine Predators Algorithm for Feature Selection
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DOI: 10.1109/access.2021.3073261
Abstract: Feature Selection (F.S.) reduces the number of features by removing unnecessary, redundant, and noisy information while keeping a relatively decent classification accuracy. F.S. can be considered an optimization problem. As the problem is challenging and… read more here.
Keywords: select optimal; optimization; feature selection; marine predators ... See more keywords
A Hybrid Heartbeats Classification Approach Based on Marine Predators Algorithm and Convolution Neural Networks
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DOI: 10.1109/access.2021.3088783
Abstract: The electrocardiogram (ECG) is a non-invasive tool used to diagnose various heart conditions. Arrhythmia is one of the primary causes of cardiac arrest. Early ECG beat classification plays a significant role in diagnosing life-threatening cardiac… read more here.
Keywords: approach based; hybrid heartbeats; predators algorithm; approach ... See more keywords