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Discover LudwigThe phrase 'heuristic approach' is correct and usable in written English.
You can use it when you're referring to a problem-solving method that focuses on using experience and trial-and-error to find solutions. For example, "To solve this difficult problem, I decided to take a heuristic approach, experimenting with different methods until I reached a solution."
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Could the U.S. education system benefit from employing a more heuristic approach?
A combined heuristic approach is proposed.
Mercuri L. A heuristic approach to the management of muscle-related temporomandibular disorders.
The presented heuristic approach proved to be successful.
16. "A Heuristic Approach to Large Multicommodity Flow Problems," (with F. J. Gratzer), Proc.
This heuristic approach reveals the potential for a conceptualization of reserves and is exemplified in an empirical illustration.
A fast and computationally efficient heuristic approach is also presented.
A heuristic approach is described in this paper.
Rather, a heuristic approach should be taken in which less confidence is placed on the actual model results.
This new heuristic approach offers new potential applications to treat numerical solutions to mathematical models.
Heuristic approach encompasses a variety of schemes.
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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