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In the work mentioned above, all the resource allocation methods try to maximize the global utility function.
In modularity-based methods, the objective of community partition is only to maximize the global modularity score.
Secondly, by using the distributed consensus method, the predefined pinning consensus value that will maximize the global reward is obtained.
The agent can then select behaviors based on local information and attempt to maximize the global performance of the system [17].
The proposed DRL based on local and global rewards can be utilized to maximize the global reward and achieve an optimal solution for a DC microgrid.
In cooperative games, the SUs' transmission powers and spectrum usage are common knowledge, and their utility functions are chosen in order to maximize the global utility.
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The authors present a learning mechanism for the intersection managers with the goal of maximizing the global revenue.
DVE unfolds the dataset by maximizing the global variance subject to the proximity relation preservation constraint originated in Laplacian eigenmaps.
The optimization consists of maximizing the global conductance subject to fixed total volume and amount of fin material.
Therefore, optimal controllers maximize the delivered electrical power thus maximizing the global efficiency of the energy conversion system (Munteanu et al. 2008).
In this paper, we derive a global utility function and the corresponding optimal control law, known as TCP control law, which maximizes the global utility.
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