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Add default algorithm dispatches for AbstractSteadyStateProblem #673

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Merged
merged 2 commits into from
Aug 10, 2025

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Summary

This PR adds __init and __solve method dispatches for AbstractSteadyStateProblem to the default.jl file, allowing AbstractSteadyStateProblem to use the same default algorithms as NonlinearProblem.

Changes

  • Added SciMLBase.__init method for AbstractSteadyStateProblem that matches the NonlinearProblem implementation
  • Added SciMLBase.__solve method for AbstractSteadyStateProblem that matches the NonlinearProblem implementation

Motivation

Currently, AbstractSteadyStateProblem doesn't have default algorithm dispatches, requiring users to explicitly specify an algorithm. This PR provides sensible defaults by reusing the same robust polyalgorithm defaults that are already battle-tested for NonlinearProblem.

Test Plan

  • Verified that the new methods are correctly dispatched
  • Tested that the implementation compiles without errors
  • Formatted code with JuliaFormatter using SciMLStyle

🤖 Generated with Claude Code

This PR adds default algorithm dispatches for AbstractSteadyStateProblem
to use the same defaults as NonlinearProblem. The implementation mirrors
the existing NonlinearProblem dispatches to ensure consistent behavior.

🤖 Generated with [Claude Code](https://claude.ai/code)

Co-Authored-By: Claude <[email protected]>
@@ -37,6 +37,34 @@ function SciMLBase.__solve(prob::NonlinearProblem, ::Nothing, args...; kwargs...
)
end

function SciMLBase.__init(prob::SciMLBase.AbstractSteadyStateProblem, ::Nothing, args...; kwargs...)
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[JuliaFormatter] reported by reviewdog 🐶

Suggested change
function SciMLBase.__init(prob::SciMLBase.AbstractSteadyStateProblem, ::Nothing, args...; kwargs...)
function SciMLBase.__init(
prob::SciMLBase.AbstractSteadyStateProblem, ::Nothing, args...; kwargs...)

This commit adds comprehensive tests for the new AbstractSteadyStateProblem
dispatches, verifying that:
- Both in-place and out-of-place SteadyStateProblems work with default algorithm
- The init and solve interfaces work correctly
- StaticArrays are supported
- Problem conversion from SteadyStateProblem to NonlinearProblem works
- Various problem configurations are handled correctly

🤖 Generated with [Claude Code](https://claude.ai/code)

Co-Authored-By: Claude <[email protected]>
return SciMLBase.__init(nlprob, nothing, args...; kwargs...)
end

function SciMLBase.__solve(prob::SciMLBase.AbstractSteadyStateProblem, ::Nothing, args...; kwargs...)
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[JuliaFormatter] reported by reviewdog 🐶

Suggested change
function SciMLBase.__solve(prob::SciMLBase.AbstractSteadyStateProblem, ::Nothing, args...; kwargs...)
function SciMLBase.__solve(
prob::SciMLBase.AbstractSteadyStateProblem, ::Nothing, args...; kwargs...)

du[1] = 2 - 2u[1]
du[2] = u[1] - 4u[2]
end

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[JuliaFormatter] reported by reviewdog 🐶

Suggested change


u0 = zeros(2)
prob_iip = SteadyStateProblem(f_iip, u0)

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[JuliaFormatter] reported by reviewdog 🐶

Suggested change

sol = solve(prob_iip)
@test SciMLBase.successful_retcode(sol.retcode)
@test maximum(abs, sol.resid) < 1e-6

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[JuliaFormatter] reported by reviewdog 🐶

Suggested change

sol = solve(prob_iip, nothing)
@test SciMLBase.successful_retcode(sol.retcode)
@test maximum(abs, sol.resid) < 1e-6

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[JuliaFormatter] reported by reviewdog 🐶

Suggested change


@test sol_nl.u ≈ sol_converted.u atol=1e-10
end

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[JuliaFormatter] reported by reviewdog 🐶

Suggested change

f_static(u, p, t) = @SVector [2 - 2u[1], u[1] - 4u[2]]
u0_static = @SVector [0.0, 0.0]
prob_static = SteadyStateProblem(f_static, u0_static)

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[JuliaFormatter] reported by reviewdog 🐶

Suggested change

@test SciMLBase.successful_retcode(sol.retcode)
@test maximum(abs, sol.resid) < 1e-6
end

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[JuliaFormatter] reported by reviewdog 🐶

Suggested change

prob1 = SteadyStateProblem(f_oop, [0.5, 0.5])
sol1 = solve(prob1)
@test SciMLBase.successful_retcode(sol1.retcode)

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[JuliaFormatter] reported by reviewdog 🐶

Suggested change

sol2 = solve(prob2)
@test SciMLBase.successful_retcode(sol2.retcode)
end
end
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[JuliaFormatter] reported by reviewdog 🐶

Suggested change
end
end

@ChrisRackauckas ChrisRackauckas merged commit 4ec8d81 into master Aug 10, 2025
37 of 47 checks passed
@ChrisRackauckas ChrisRackauckas deleted the add-abstractsteadystateproblem-defaults branch August 10, 2025 16:27
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