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The best classifier among all, which is trained over a dataset of river macroinvertebrate specimens, is then used in the MUVIS framework for the efficient search and retrieval of particular macroinvertebrate peculiars.
The present work develops a unified fragment-based approach by employing a multi-target QSAR model for the efficient search and design of new anti-sarcoma agents against 12 sarcoma cell lines.
A tree-structured covalent-bond-driven molecular memetic algorithm (TCM-MA)—tailored specifically to deal with molecules that involve covalent bonding but contain no cyclic structures using the three novel evolutionary operators is then proposed for the efficient search of the stereoisomers of ring-deficient covalently-bonded molecules.
Based on a prior knowledge about the structure of a given fitness landscapes, the conductor of the experiment can think up the efficient search algorithm (ESA), which requires the minimum number of points (=sequences) to be searched up to the global optimum.
Without loss of generality, we will call the efficient search process as binary tree search (BTS) in this paper.
This penalty provides the feasibility of the final solution while keeping the efficient search through the infeasible region.
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In our fully Bayesian algorithm denoted Active Matching, the choice of the most efficient search action at each step is guided intuitively and rigorously by expected Shannon information gain.
We first performed several IMa runs, subsequently adjusting the upper bounds on the parameter priors, to determine the most efficient search parameters.
We've compiled a list of the most efficient search strategies with the help of rescuers, robots, and sharks.
In [23], it is shown that bin reversal search is the most efficient search technique with much reduced MST.
Since children are naturally curious and enjoy exploring unknown worlds, they may not use the most efficient search procedure.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com