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[JOSS Review] Minor typos / wording suggestions #802

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@tmigot

Connected to openjournals/joss-reviews#10630

Minor typos / wording suggestions

Here are some writing suggestions for the JOSS paper.

  • Line 52:
    In contrast with InfiniteOpt.jl that is designed...
    In contrast to InfiniteOpt.jl, which is designed...

  • Line 54:
    Besides, contributing to general-purpose NLP modeling frameworks...
    Moreover, contributing to general-purpose NLP modeling frameworks...

  • Line 57:
    ...shooting methods based on Pontryagin’s Maximum Principle and that heavily rely...
    ...shooting methods based on Pontryagin’s Maximum Principle, which heavily rely...

  • Line 74:
    Direct method tools
    Direct-method tools

  • Line 75:
    Strong direct method implementations:
    Strong direct-method implementations:

  • Line 87:
    PDE’s
    PDEs

  • Line 121:
    arbitrary user defined functions
    arbitrary user-defined functions

  • Line 146:
    Non-regression on complex problems is increasingly driven by OptimalControlProblems.jl, used as a curated problem bank.
    Regression testing on complex optimal control instances is increasingly supported by OptimalControlProblems.jl, which serves as a curated problem bank.

  • Line 162:
    Both approaches resort to iterative solvers...
    Both approaches rely on iterative solvers...

  • Line 163:
    may converge or not, e.g. depending on the initial guess.
    may or may not converge, e.g., depending on the initial guess.

  • Line 181:
    The package serves educational purposes through Tutorials.jl covering topics...
    The package also serves educational purposes through Tutorials.jl, which covers topics...

  • Line 190:
    with contributions from multiple developers across the control-toolbox ecosystem packages
    with contributions from multiple developers across the control-toolbox ecosystem

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