Those that solve artificially simplified problems where quantum advantage is meaningless. Those that provide no genuine quantum advantage when all costs are properly accounted for. This critique is ...
Abstract: The Set-Union Knapsack Problem (SUKP) is a complex combinatorial optimization problem that extends the classic Knapsack with each item composed of several distinct weighted elements instead ...
Abstract: For dynamic task scheduling problems in cloud computing environments, we propose a deep reinforcement learning algorithm based on graph neural networks (GNN-PPO) that enables real-time ...
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