small docstring typos

Author: lkdvos

src/interface/interface.jl

@@ -1,6 +1,6 @@
 _doc_init_state = """
     state = initialize_state(problem::Problem, algorithm::Algorithm; kwargs...)
-    state = initialize_state!(state::State, problem::Problem, algorithm::Algorithm; kwargs...)
+    state = initialize_state!(problem::Problem, algorithm::Algorithm, state::State; kwargs...)
 
 Initialize a [`State`](@ref) based on a [`Problem`](@ref) and an [`Algorithm`](@ref).
 The `kwargs...` should allow to initialize for example the initial point.

src/interface/state.jl

@@ -14,13 +14,13 @@ and provide corresponding `getproperty` and `setproperty!` methods.
 * `iteration` – the current iteration step ``k`` that is is currently performed or was last performed
 * `stopping_criterion_state` – a [`StoppingCriterionState`](@ref) that indicates whether an [`Algorithm`](@ref)
   will stop after this iteration or has stopped.
-* `iterate` the current iterate ``x^{(k)}```.
+* `iterate` the current iterate ``x^{(k)}``.
 
 ## Methods
 
 The following methods should be implemented for a state
 
-* [`increment!](@ref)`(state)`
+* [`increment!`](@ref)(state)
 """
 abstract type State end
 

src/stopping_criterion.jl

@@ -237,7 +237,7 @@ Base.:|(s1::StopWhenAny, s2::StopWhenAny) = StopWhenAny(s1.criteria..., s2.crite
 
 A [`StoppingCriterionState`](@ref) that groups multiple [`StoppingCriterionState`](@ref)s
 internally as a tuple.
-This is for example used in combination with [`StopWhenAny`](@ref) and [`StopWhenAny`](@ref)
+This is for example used in combination with [`StopWhenAny`](@ref) and [`StopWhenAll`](@ref)
 
 # Constructor
     GroupStoppingCriterionState(c::Vector{N,StoppingCriterionState} where N)