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The architecture of HTN plans allow getting around large regions of the space of searching, so restricting the exploration only to primitive actions that result from selected sequences of the decomposition of tasks.
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Therefore, different values were tested for the parameter a, and we finally set a to 0.85, giving a reasonable space of search.
This will increase the dimension of searching space.
In this work, a meta-heuristics optimization algorithm is proposed as a feasible way of searching the space of solutions.
In the space of parameters searched, contention is more important in the small database than in the large database.
Constraint propagation is an elementary method for reducing the search space of combinatorial search and optimization problems which has become more and more important in the last decades.
One technique that can be used to better understand the space of phylogenetic search, and the behavior of search algorithms within this space, is visualization.
This confirms that the space of parameters search is therefore reduced efficiently.
Thus, our study's results in the space of Internet search engines should be seen as a lower bound only.
Within the space of Internet search engines, our focus on Google excluded Microsoft's Bing, Yahoo and other smaller but still important Internet search engines.
Usually, suboptimal techniques are employed to reduce the computational cost by restricting the search space of exhaustive ML search.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com