JuliaSmoothOptimizers/SolverTools.jl

Add simply Armijo backtracking

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#231 opened on Jun 1, 2025

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good first issue

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Description

For the times when it's enough.

Contributor guide

Research direction
Examine existing line search methods in the repository and implement a simple Armijo backtracking algorithm following the same pattern.
Tech stack
julia
Domain
backend
Issue type
Feature
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
2
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
1-3 hours
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Active
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Mostly clear
Prerequisites
GitJulia
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
65