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Figure 21 shows the breakdown of time spent per each BFS for 60 and 15,360 nodes, exhibiting that the slowdown is largely due to increase in communication, despite various communication optimizations.
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Grid communication optimization.
HICOS (hybrid interactive communication optimization solution) is proposed as a novel solution to this optimization problem based on the flexible communication topology.
The corresponding data structure and memory access method with better data locality and communication optimization is designed.
Hierarchical hybrid optimization mathematic model ((1)–(10)) is solved by the hybrid interactive communication optimization solution HICOS) method, according to the iterative steps (shown in Fig. 2).
In this paper, a hybrid interactive communication optimization solution (HICOS) is suggested based on flexible communication, which could be used to solve plug-in or plug-out operation states of microgrids in MGC power dispatch optimization.
This paper proposes the hybrid interactive communication optimization solution (HICOS) method to solve the mathematic model ((1)–(10)), which integrates upper-layer distributed optimization ((1)–(3)) and lowe-layer centralized optimization ((4)–(10)).
Our proposed hybrid BFS algorithm overcomes such problems by combination of various new techniques, such as bitmap-based sparse matrix representation, reordering of vertex ID, as well as new methods for communication optimization and load balancing.
Based on the two-layer control architecture in a MGC, a hierarchical distributed optimization mathematic model is established in Section 3, and a method for solving this model using the hybrid interactive communication optimization solution HICOS) between layers is presented in Section 4.
"Consolidating Wave's mobile communication and optimization services makes a lot of sense," Fazeli said via email.
Open image in new window Fig. 7 Actual graph and result of communication network optimization.
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