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[docs] add new roadmap items (#3645)
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odow committed Jan 8, 2024
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Expand Up @@ -8,6 +8,21 @@ Most of these issues will require changes to both JuMP and MathOptInterface, and
are non-trivial in their implementation. They are in no particular order, but
represent broad themes that we see as areas in which JuMP could be improved.

- Support nonlinear expressions with vector-valued inputs and outputs. There
are a few related components:
- Representing terms like `log(det(X))` as necessary for `Convex.jl`
- Automatic differentiation of terms with vector inputs and outputs
- User-defined functions with vector--as opposed to scalar--inputs, which is
particularly useful for optimal control problems
- User-defined functions with vector outputs, avoiding the need for
[User-defined operators with vector outputs](@ref)
- Add support for modeling with SI units. The [UnitJuMP.jl](https://github.com/trulsf/UnitJuMP.jl)
extension is a good proof of concept for what this would look like. We want
to make units a first-class concept in JuMP. See [#1350](https://github.com/jump-dev/JuMP.jl/issues/1350)
for more details.

## Completed

- **Done [#3106](https://github.com/jump-dev/JuMP.jl/pull/3106)** Make
nonlinear programming a first-class citizen. There have been many issues
and discussions about this: currently nonlinear constraints are handled
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