Adding a new function which forces the standard LP to be in a specifi…

[kwesiRutledge]

…c optimization sense, if it is not already.

[Copilot]

Pull Request Overview

This PR adds a new method ToLPStandardForm2 to the OptimizationProblem struct that forces the standard LP to be in a specific optimization sense (maximization). The method builds upon the existing ToLPStandardForm1 functionality and ensures the resulting problem has a maximization objective.

• Added ToLPStandardForm2 method that converts problems to standard form with maximization sense
• Added comprehensive test coverage for the new method

Reviewed Changes

Copilot reviewed 2 out of 2 changed files in this pull request and generated 1 comment.

File	Description
problem/optimization_problem.go	Implements the new ToLPStandardForm2 method that converts to standard form and forces maximization
testing/problem/optimization_problem_test.go	Adds test case for the new method with minimization to maximization conversion

---

_{Tip: Customize your code reviews with copilot-instructions.md. Create the file or learn how to get started.}

[Copilot]

The objective function transformation lacks documentation explaining why the expression is multiplied by -1. This is a critical mathematical transformation that converts min c^Tx to max (-c)^Tx while preserving optimal solutions, and should be documented with a comment.

[codecov]

Codecov Report

❌ Patch coverage is 83.92857% with 9 lines in your changes missing coverage. Please review.
✅ Project coverage is 87.44%. Comparing base (0214315) to head (9adcbff).
⚠️ Report is 5 commits behind head on main.

Files with missing lines	Patch %	Lines
problem/optimization_problem.go	83.33%	6 Missing and 3 partials ⚠️

Additional details and impacted files

@@            Coverage Diff             @@
##             main      #13      +/-   ##
==========================================
+ Coverage   86.76%   87.44%   +0.67%     
==========================================
  Files          27       33       +6     
  Lines        3687     4093     +406     
==========================================
+ Hits         3199     3579     +380     
- Misses        440      461      +21     
- Partials       48       53       +5     

☔ View full report in Codecov by Sentry.
📢 Have feedback on the report? Share it here.

🚀 New features to boost your workflow:

• ❄️ Test Analytics: Detect flaky tests, report on failures, and find test suite problems.