An adaptive differential evolution algorithm to optimal multi-level thresholding for MRI brain image segmentation

•The ALDE algorithm works better for MRI image analysis than DE variants.•The ALDE algorithm is less sensitive to increasing number of thresholds.•The ALDE algorithm is fast enough for real-world image analysis applications.•The ALDE algorithm can efficiently balance between exploration and exploita...

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