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The algorithm comprises the following modules: Initialization, Cost Computation, Path Selection, Band Assignment, Power Allocation, Update Allocation, and Flow Computation.
For each PU, the Initialization, Cost Computation, Path Selection, Band Assignment, Power Allocation modules are executed to obtain a single path with the corresponding power allocation and band assignment.
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Similarly to obj[::-2], the remaining functions in the table return a distributed_data_object as their result and therefore suffer from its initialization costs.
International cooperation is, however, needed to overcome initialization costs, unequal access to monitoring technologies and know-how.
Overcoming initialization costs and unequal access to monitoring technologies is crucial for implementation of an integrated monitoring system, and demands for international cooperation.
Fig. 14 a The initialization of the cost array C (see instruction 6 in Algorithm 4).
The speedup of Map-Reduce is not apparent for smaller data sets, which is expected due to the overhead costs (initialization and cleanup routines) of invoking Hadoop.
This also explains why we needed to modify the iterative update rules to implement the NMFD model our preliminary experiments conducted with and without initialization showed that the cost function converged, but the NMF dereverberation was not successful.
At the end of the initialization process, the total production cost corresponding to each glowworm is calculated, which is the basis of the following iterative process.
Increasing the number of loci per RHS-block may decrease the relative cost of the initialization step (10), but this will be eventually off-set by the exponential increase in the number of groups that is defined per RHS-block, which is equal to 3s, where s is the number of SNPs per RHS-block.
We used it, resulting in simpler initialization code.
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