Evolving neural networks using bird swarm algorithm for data classification and regression applications
Sign Up to like & getrecommendations! Published in 2019 at "Cluster Computing"
DOI: 10.1007/s10586-019-02913-5
Abstract: This work proposes a new evolutionary multilayer perceptron neural networks using the recently proposed Bird Swarm Algorithm. The problem of finding the optimal connection weights and neuron biases is first formulated as a minimization problem… read more here.
Keywords: networks using; bird swarm; swarm algorithm; neural networks ... See more keywords
The Recognition Method of MQAM Signals Based on BP Neural Network and Bird Swarm Algorithm
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DOI: 10.1109/access.2021.3061585
Abstract: With the commercialization of 5G, in order to recognize QAM signals, one of the main modulation modes in 5G communication systems, this paper put forward the BP-BSA network model based on bird swarm algorithm (BSA)… read more here.
Keywords: neural network; swarm algorithm; bird swarm; recognition ... See more keywords
Hybrid Improved Bird Swarm Algorithm with Extreme Learning Machine for Short-Term Power Prediction in Photovoltaic Power Generation System
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DOI: 10.1155/2021/6638436
Abstract: When a photovoltaic (PV) system is connected to the electric power grid, the power system reliability may be exposed to a threat due to its inherent randomness and volatility. Consequently, predicting PV power generation becomes… read more here.
Keywords: machine; algorithm; bird swarm; power ... See more keywords
Fuzzy Cognitive Maps with Bird Swarm Intelligence Optimization-Based Remote Sensing Image Classification
Sign Up to like & getrecommendations! Published in 2022 at "Computational Intelligence and Neuroscience"
DOI: 10.1155/2022/4063354
Abstract: Remote sensing image (RSI) scene classification has become a hot research topic due to its applicability in different domains such as object recognition, land use classification, image retrieval, and surveillance. During RSI classification process, a… read more here.
Keywords: sensing image; remote sensing; intelligence; bird swarm ... See more keywords
Interval Type-2 Fuzzy Approach for Dynamic Parameter Adaptation in the Bird Swarm Algorithm for the Optimization of Fuzzy Medical Classifier
Sign Up to like & getrecommendations! Published in 2022 at "Axioms"
DOI: 10.3390/axioms11090485
Abstract: Optimization is essential for applications since it can improve the results provided in different areas; for this task, it is beneficial to use soft computing techniques, such as bio-inspired algorithms. In addition, it has been… read more here.
Keywords: adaptation bird; parameter adaptation; dynamic parameter; fuzzy ... See more keywords