DPAA: A robust and adaptive auction-based algorithm for position-dependent resource allocation

doi:10.1016/j.asoc.2025.114287

DPAA: A robust and adaptive auction-based algorithm for position-dependent resource allocation

2025-11-21

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DOI：10.1016/j.asoc.2025.114287

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• Introduces DPAA, a robust, adaptive solution for position-based resource allocation. • Employs parallel auction processes to enhance scalability and resource utilization. • Uses adaptive bidding to overcome sequential dependencies in traditional methods. • Achieves 20-fold performance gain and 19 % improvement in resource allocation quality.

DPAA: A robust and adaptive auction-based algorithm for position-dependent resource allocation

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