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The library is designed to facilitate the development of new algorithms in this research direction and make comparisons between the new methods and existing ones available.
Further, in order to achieve better performances, we combine proposed methods and existing methods of the same type to develop ensemble models.
The reparameterization symmetries in the problem pose a challenge in designing parametric finite element methods, and existing methods commonly resort to Lagrange multipliers or penalty parameters.
Today, the breaking and coalescence mechanisms of bitumen emulsions are still not fully understood due to their complexities and the lack of fundamental experimental methods and existing models.
This paper provides a concise review on preference-based multi-objective optimization, including various preference modeling methods and existing preference-based optimization methods, as well as a brief discussion of the main future challenges.
The Anduril framework allows rapid integration of heterogeneous data with state-of-the-art computational methods and existing knowledge in bio-databases.
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Finally, comparisons are made between the proposed method and existing methods in literature.
This is the biggest difference between the proposed method and existing methods.
Section III discusses the comparison of both proposed method and existing method.
Both the proposed method and existing methods exploit this two-step identification process.
We have evaluated the correlation between our method and existing method through Spearman's correlation coefficient.
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