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This is a Quantitative Study study.

November 1, 2025Open Access

Improved Black-winged Kite Optimization Algorithm with Multi-Strategy Hybrid and Its Application

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Improved multi-strategy black-winged kite optimization enhances performance in predicting contact resistance, suggesting robustness benefits.

Algorithm improves performance optimization by addressing local optimum issues, enhancing robustness.
Results indicate convergence of the modified method using a Markov chain in predictive modeling.
Support Vector Machine is optimized through the improved algorithm to predict pantograph-catenary contact resistance.
The proposed method highlights potential applications in enhancing algorithm capabilities in practical scenarios.

Hui et al. (2025) studied this question.

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Improved multi-strategy black-winged kite optimization enhances performance in predicting contact resistance, suggesting robustness benefits.