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The two swarms work together in a cooperative way, by exchanging information towards discovering improved RBF network configurations, whereas a suitably tailored reset operation is incorporated to help avoid stagnation.
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Taken together, these results point to significant opportunities to discover improved shape memory alloys as well has new reversible transforming multiferroics.
We explored the respective approaches but did not discover improved results compared to the straightforward method employed in our study.
Animal experiments remain essential to understand the fundamental mechanisms underpinning malignancy and to discover improved methods to prevent, diagnose and treat cancer.
Plant breeding is inherently an exercise in producing and analyzing large amounts of data to discover improved rare and novel variants.
Previously, we and others have successfully used high accuracy mass spectrometry to measure urine proteomes with sufficient depth to identify local and systemic biomarkers, and to discover improved diagnostic markers of disease (Adachi et al, 2006; Kentsis et al, 2010; Oetting et al, 2006; Pisitkun et al, 2006; Rai et al, 2005; Woroniecki et al, 2006; Zimmerli et al, 2008).
TPS discovers improved best known results (new upper bounds) for 33 open instances and matches the best known results for all the remaining instances.
In particular, it discovers an improved best known result for 15 benchmark instances (6 classical instances and 9 large-sized instances whose optima are unknown).
This implies that the best form of implementation still needs to be discovered and improved by experience.
Once useful enzymes are discovered and improved, they can be produced in commercial quantities using either naturally occurring or genetically enhanced microbes (GEMs).
We did this in the hope that novel features would be discovered, enabling improved siRNA potency predictions and aiding in a better understanding of the silencing process.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com