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Basin: Efficient and Extensible Numerical Optimization in Rust

arXiv 2608.11279 ↗First posted 11 Aug 2026cs.LG math.OCcited by 0

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Abstract (arXiv)

Basin is a numerical optimization library for the Rust programming language. Numerical optimization is the task of finding the inputs that minimize a function, and it is a fundamental element across the sciences: fitting a model to data, calibrating a simulation, training a machine learning model, or choosing engineering parameters that minimize cost. Basin gives users a single, consistent way to both state and solve such problems, with a broad catalog of solvers and first-class support for constraints.

Key facts. No citing papers in the map yet (data through 7 Oct 2026). Builds on 1 of its 27 references that are in the map. First posted on arXiv 11 Aug 2026.

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  1. 2016The CMA Evolution Strategy: A Tutorialcited by 364

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