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Add R2N, R2DH#153

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dpo merged 38 commits intoJuliaSmoothOptimizers:masterJuliaSmoothOptimizers/RegularizedOptimization.jl:masterfrom MohamedLaghdafHABIBOULLAH:R2N-R2DHMohamedLaghdafHABIBOULLAH/RegularizedOptimization.jl:R2N-R2DHCopy head branch name to clipboardJan 17, 2025

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Commits on Jan 16, 2025

• Add R2N, R2DH and update LM

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• add theta to nu and remove summation

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• Change R2_alg so that it returns list of times

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• add updated parameter of subsolvers and add sigam-k to input.jl structure

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• change subsolver parameters of LM

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• reset LM alg and change it in another PR

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• Remove the changes in R2_alg.jl

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• correct documentation

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• Update src/R2N.jl

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• Update src/R2N.jl

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• Update src/R2N.jl

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• update documentation of R2N

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• Update documentation of src/R2DH.jl

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• Update src/R2N.jl

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• Update src/R2N.jl

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• Update src/R2N.jl

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• Update src/R2N.jl

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• Update src/R2N.jl

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• Update documentation and remove dead code

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• Update runtests.jl

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• Update src/R2DH.jl

  

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• Update src/R2N.jl

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• update Mmonotone as in the paper

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• Update src/R2DH.jl

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• Update src/R2DH.jl

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• Update doc

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• Update R2DH.jl

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• Update src/R2N.jl

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• Update src/R2N.jl

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• Update src/R2N.jl

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• Update src/R2N.jl

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• Update src/R2DH.jl

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• Update src/R2DH.jl clean documentation

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• Update src/R2DH.jl remove redundant DNorm

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• Update test/runtests.jl

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• Update doc R2DH.jl

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• Remove the condition mk = -Inf

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• update sigma of the subsolver

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