Corecursive Coding of High Computational Derivatives and Power Series

January 22, 2025 Β· Declared Dead Β· πŸ› arXiv.org

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Authors Jerzy Karczmarczuk arXiv ID 2501.13194 Category cs.PL: Programming Languages Cross-listed cs.DS Citations 0 Venue arXiv.org Last Checked 4 months ago
Abstract
We discuss the functional lazy techniques in generation and handling of arbitrarily long sequences of derivatives of numerical expressions in one ``variable''; the domain to which the paper belongs is usually nicknamed ``Automatic differentiation''. Two models thereof are considered, the chains of ``pure'' derivatives, and the infinite power series, similar, but algorithmically a bit different. We deal with their arithmetic/algebra, and with more convoluted procedures, such as composition and reversion. Some more specific applications of these structures are also presented.
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