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EGTKMeans is specially designed to optimize two intrinsically conflicting objectives, named, compaction and equi-partitioning.
In the proposed algorithm, the decomposition mechanism is adopted to optimize two evaluation objectives named modularity and normalized mutual information simultaneously, which measure the quality of the community partitions and temporal cost respectively.
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The rapid convergence and relative simplicity of PSO make it very suitable to solve multi-objective optimization named as multi-objective PSO (MOPSO).
An objective function named Relative Equivalent Uniform Annual Benefit (REUAB) was introduced.
An objective function named actual annual benefit was defined as the sum of income (from selling electricity) and expenses (such as investment cost, operation and maintenance costs).
Then RPGA (Real Parameter Genetic Algorithm) is used to find the maximum value of a new objective function named the RAB (relative annual benefit).
The objective function, named sequence specificity, is defined in [ 7] as follows.
Furthermore, this paper proposes a novel objective reduction approach named IOR to tackle the many-objective optimization model, in which the relationships among the many objectives are quantitatively analyzed and a specific reduced formulation of the original MaOP can be defined via various strategies.
Tikhonov regularization parameter here is the trade-off between the model objective function and data objective function (also named data misfit).
It groups virtual machines that have common objectives into workloads named Trusted Virtual Domains (TVDs).
"So the whole objective of naming and shaming was lost," Paranjoy Guha Thakurta, an independent journalist and one of the two authors of the report, told me.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com