Improve documentation for solve function results #951
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Summary
This PR addresses issue #587 by adding comprehensive documentation about the
OptimizationSolutionobject returned by thesolve()function.Changes
docs/src/API/solve.mdwith a new section "Understanding the Solution Object" that includes:u/minimizer,objective/minimum,retcode,stats, etc.)u/minimizerandobjective/minimum)docs/src/API/optimization_solution.mdwith:Test plan
The documentation includes working code examples that demonstrate:
sol.uandsol.minimizersol.objectiveandsol.minimumThese examples use the standard Rosenbrock function example for consistency with other documentation.
Closes #587
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