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Add Line search Docs #5

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This pull request focuses on improving the documentation for solvers and tutorials. The changes include grammatical corrections, additional explanations, and detailed descriptions of optimization techniques.

Documentation improvements:

  • docs/details/solvers.md: Corrected grammatical errors and improved the readability of the linear solver options section.
  • docs/details/solvers.md: Enhanced the explanation of the gradient norm and update direction norm for convergence checks, providing clearer benefits and usage notes.
  • docs/details/solvers.md: Added detailed descriptions and parameters for line search, backtracking line search, and robust Armijo methods, including mathematical formulations and references.

Tutorial corrections:

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