Updated README.md

[kwesiRutledge]

No description provided.

[codecov]

Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 87.29%. Comparing base (0214315) to head (04ea863).
⚠️ Report is 14 commits behind head on main.

Additional details and impacted files

@@            Coverage Diff             @@
##             main      #31      +/-   ##
==========================================
+ Coverage   86.76%   87.29%   +0.52%     
==========================================
  Files          27       35       +8     
  Lines        3687     4194     +507     
==========================================
+ Hits         3199     3661     +462     
- Misses        440      476      +36     
- Partials       48       57       +9     

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[Copilot]

Pull Request Overview

This PR updates the README to improve documentation: adds a new solver link, refines FAQ entries, and adjusts the To-Do list.

• Add link to a new solver (simplex)
• Refine FAQs for clarity and add guidance on asking questions/reporting issues
• Update To-Do items (e.g., plan to deprecate the optim package)

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