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shivin9 avatar shivin9 commented on May 29, 2024 1

well there you go

julia> A = LinearOperator{Float64}(2,2,8);
julia> m = ones(8,8);
julia> res = A+m
LinearMaps.LinearCombination{Float64,Tuple{PDEOperators.LinearOperator{Float64,StaticArrays.SVector{3,Float64}},LinearMaps.WrappedMap{Float64,Array{Float64,2}}},Tuple{Float64,Float64}}((PDEOperators.LinearOperator{Float64,StaticArrays.SVector{3,Float64}}(2,2,8,3,[1.0,-2.0,1.0],3,4),LinearMaps.WrappedMap{Float64,Array{Float64,2}}([1.0 1.01.0 1.0; 1.0 1.01.0 1.0; … ; 1.0 1.01.0 1.0; 1.0 1.01.0 1.0],true,true,true,false)),(1.0,1.0))

julia> full(res)
8×8 Array{Float64,2}:
 -1.0   2.0   1.0   1.0   1.0   1.0   1.0   1.0
  2.0  -1.0   2.0   1.0   1.0   1.0   1.0   1.0
  1.0   2.0  -1.0   2.0   1.0   1.0   1.0   1.0
  1.0   1.0   2.0  -1.0   2.0   1.0   1.0   1.0
  1.0   1.0   1.0   2.0  -1.0   2.0   1.0   1.0
  1.0   1.0   1.0   1.0   2.0  -1.0   2.0   1.0
  1.0   1.0   1.0   1.0   1.0   2.0  -1.0   2.0
  1.0   1.0   1.0   1.0   1.0   1.0   2.0  -1.0

This "just works" property is too good.

from diffeqoperators.jl.

ChrisRackauckas avatar ChrisRackauckas commented on May 29, 2024

Indexing should also automatically give + and -. Though you may want specific fast overloads for standard + and - operations.

from diffeqoperators.jl.

shivin9 avatar shivin9 commented on May 29, 2024

Indexing should also automatically give + and -. Though you may want specific fast overloads for standard + and - operations.

Can you explain that comprehensively? Do you mean to add operators to form a sort of composed PDE operator as in LinearMaps?

from diffeqoperators.jl.

ChrisRackauckas avatar ChrisRackauckas commented on May 29, 2024

Lazy composed PDE operators is another thing that's needed, but that should be a separate issue.

Just simple + and - vs AbstractMatrices would be nice, because then you could L + M for any sparse matrix directly without producing a temporary like sparse_full(L) + M. Setting up indexing will make this just work, but you can make it better by setting it up to only loop through the bands. This gives you a way to then compose these even when not every operator can be of this special form.

from diffeqoperators.jl.

shivin9 avatar shivin9 commented on May 29, 2024

Some indexing support has also been pushed here.

from diffeqoperators.jl.

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