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Please add an "assumption" directive. #73
Description
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Welcome to the EBP community! 🎉Hi, I have created a pull request to support assumption directives. If it all looks good, I would request you to kindly merge it. It will help me with my (open source) notes https://convex.indigits.com/intro.html.
thanks @shailesh1729 I will try and take a look soon. Appreciate the Pull Request.
- added a commit that references this issue
on Jul 14, 2022
Description / Summary
When describing a mathematical algorithm, it is sometimes important to describe a set of assumptions under which the algorithm is expected to perform correctly. For example, the convergence of the projected subgradient algorithm depends on some assumption that the subgradients are bounded. Usually, a theorem would state its assumptions as part of its statement. However, there are times when assumptions are pervading across a large body of text and it's worthwhile to state them and refer to them independently.
The use of "assumption" environment can be seen in books like Beck, Amir. First-order methods in optimization. Society for Industrial and Applied Mathematics, 2017.
Value / benefit
This will help in writing some mathematical text related to the specification and convergence analysis of optimization algorithms.
Implementation details
I guess this should be similar to existing directives like observation and remark. Just a different name (assumption).
Tasks to complete
No response