game theory
Distributed-Optimization with Centralized-Refining (DO-CR) mechanism to achieve more efficient resource allocation by engaging both access point and all devices. Specifically, the new DO-CR mechanism first utilizes the distributed processing capacity of all devices, allowing them to optimize their own resource allocation schemes through a new resource reservation and reporting technique. Then a centralized optimizer generates a graph of resource trading topology based on individual optimization results and achieves the Pareto optimal solution by the graph-based algorithm.
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The provided dataset encompasses information essential for analyzing and modeling the research findings presented in the paper, "Driver-pedestrian interactions at unsignalized crossings are not in line with the Nash equilibrium." This dataset includes an array of data related to road user kinematics, demographic characteristics, and personality traits such as social value orientation.
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