update docstring

Author: d-monnet

Project.toml

@@ -3,24 +3,32 @@ uuid = "10dff2fc-5484-5881-a0e0-c90441020f8a"
 version = "0.14.3"
 
 [deps]
+ADNLPModels = "54578032-b7ea-4c30-94aa-7cbd1cce6c9a"
 Krylov = "ba0b0d4f-ebba-5204-a429-3ac8c609bfb7"
 LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
 LinearOperators = "5c8ed15e-5a4c-59e4-a42b-c7e8811fb125"
 Logging = "56ddb016-857b-54e1-b83d-db4d58db5568"
 NLPModels = "a4795742-8479-5a88-8948-cc11e1c8c1a6"
 NLPModelsModifiers = "e01155f1-5c6f-4375-a9d8-616dd036575f"
+NLPModelsTest = "7998695d-6960-4d3a-85c4-e1bceb8cd856"
+OptimizationProblems = "5049e819-d29b-5fba-b941-0eee7e64c1c6"
 Printf = "de0858da-6303-5e67-8744-51eddeeeb8d7"
 SolverCore = "ff4d7338-4cf1-434d-91df-b86cb86fb843"
 SolverParameters = "d076d87d-d1f9-4ea3-a44b-64b4cdd1e470"
+SolverTest = "4343dc35-3317-4c6e-8877-f0cc8502c90e"
 SolverTools = "b5612192-2639-5dc1-abfe-fbedd65fab29"
 
 [compat]
+ADNLPModels = "0.8.13"
 Krylov = "0.10.0"
 LinearOperators = "2.0"
 NLPModels = "0.21"
 NLPModelsModifiers = "0.7"
+NLPModelsTest = "0.10.6"
+OptimizationProblems = "0.9.3"
 SolverCore = "0.3"
 SolverParameters = "0.1"
+SolverTest = "0.3.17"
 SolverTools = "0.10"
 julia = "1.10"
 

src/fomo.jl

@@ -73,7 +73,7 @@ Default values are:
   - `θ1 = $(FOMO_θ1)`
   - `θ2 = $(FOMO_θ2)`
   - `M = $(FOMO_M)`
-  - `step_backend = $(FOMO_step_backend)
+  - `step_backend = $(FOMO_step_backend)`
   - `momentum_backend = $(FOMO_momentum_backend)`
 """
 struct FOMOParameterSet{T} <: AbstractParameterSet
@@ -328,6 +328,7 @@ For advanced usage, first define a `FomoSolver` to preallocate the memory used i
 - `M = $(FOMO_M)` : algorithm parameter, see [`FOMOParameterSet`](@ref).
 - `verbose::Int = 0`: if > 0, display iteration details every `verbose` iteration.
 - `step_backend = $(FOMO_step_backend)`: algorithm parameter, see [`FOMOParameterSet`](@ref).
+- `momentum_backend = $(FOMO_momentum_backend)`: algorithm parameter, see [`FOMOParameterSet`](@ref).
 
 # Output