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View Code? Open in Web Editor NEWBased on Pigeon-Inspired Optimization (PIO), this paper proposes the Adaptive Learning Pigeon-Inspired Optimization and Opposition-based Learining with Sine and Cosine (ALPIO-OBL-SC) to solve the inherent defects such as poor parameter accuracy, and improve the adaptive ability of the FPN model.