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Three basic mechanisms of MGrC can be summarized from these research works with regard to the way in which multi-granular levels are used in problem solving.
The particle swarm optimization algorithm not only could be used in problem with explicit model, but also in problem with implicit model.
The vector criterion is the most commonly used in problem (P), which is looking for efficient elements of the set (F(S =bigcup_{xin S} F x)).
The similarity assumption is used in problem solving and reasoning systems when target problems are dealt with by resorting to a previous situation with common conceptual features.
Spatial ability is one of the cognitive means used in problem solving activities particularly when manipulating and processing visuo-spatial information.
Medical vocabularies used in problem lists are numerous, ranging from ICD-9-CM [ 12], to SNOMED [ 13], the Unified Medical Language System (UMLS®) [ 14- 16], and to locally developed vocabularies [ 17].
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The principles are similar to those used in problem-based learning, a more established educational method in which students collaborate to tackle broad, open-ended problems, with a teacher providing guidance though not necessarily a lot of instruction.
The neurons keep learning to improve the predictive performance of a model used in problem-solving.
This gives a powerful tool that can be used in problems involving reduced residue systems.
This approach is commonly used in problems where the derivative is not known, or when the computational cost to compute it is prohibitive.
Less often it is used in problem-solving when there is no proven malignancy.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com