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And an investigation by the Defense Department inspector general — based in part on information Mr. Drake provided — concluded that the agency "may be developing a less-capable long-term digital network exploitation solution" to tap into foreign telephone and Internet traffic.
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All components in the objective functions could be influenced by designed operators to more exploration and exploitation of solution space.
These two aspects enable the algorithm to be flexible and well-balanced between global exploration for optimum solutions and local exploitation for desirable solutions.
In order to improve the exploitation, a new solution search equation in the onlooker stage by applying the best solution of the previous iteration to guide the search of new candidate solutions was presented.
Genetic operators are tools for better search, i.e. exploration and exploitation, in the solution space.
The standard BA is usually quick at the exploitation of the solution though its exploration ability is relatively poor [25].
In general, DE has a good global exploration ability that can reach the region of global optimum, but it is slow at exploitation of the solution [10].
Two novel migration operators are designed to perform effective exploration and exploitation in the solution space, mimicking the species dispersal under ecogeographic barriers and differentiations.
The self-regulating inertia weight is employed by the best particle for better exploration and the self-perception of the global search direction is employed by the rest of the particles for intelligent exploitation of the solution space.
If designed correctly it also allows for the exploitation of promising solutions, task usually attributed to crossover.
Another concern, the moths update their position with respect to n different locations in the search space which can degrade the best promising solutions exploitation.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com