Documentation Incorrect

[tb6g16]

I've noticed that in the explanation in the docs of the Nelder-Mead solver contains a couple of bugs, specifically the snippet of code to construct the initial simplexer for a Matlab like simplex:

function Optim.simplexer(A::MatlabSimplexer, initial_x::AbstractArray{T, N}) where {T, N}
    n = length(initial_x)
    initial_simplex = Array{T, N}[initial_x for i = 1:n+1]
    for j = 1:n
        initial_simplex[j+1][j] += initial_simplex[j+1][j] == zero(T) ? S.b * initial_simplex[j+1][j] : S.a
    end
    initial_simplex
end

I was going to submit a small pull request to fix this before I noticed that the fixes had already been implemented:

Optim.jl/docs/src/algo/nelder_mead.md

Lines 82 to 89 in 78ab1f4

	function Optim.simplexer(S::MatlabSimplexer, initial_x::AbstractArray{T, N}) where {T, N}
	n = length(initial_x)
	initial_simplex = Array{T, N}[copy(initial_x) for i = 1:n+1]
	for j = 1:n
	initial_simplex[j+1][j] += initial_simplex[j+1][j] != zero(T) ? S.b * initial_simplex[j+1][j] : S.a
	end
	initial_simplex
	end

Presumably the docs using this example should be updated to the correct version.

[pkofod]

It seems like the docs are not running for some reason.. Thanks for noticing.

[pkofod]

Thanks to @asinghvi17 it is now correctly updated :)