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<html lang="en"><head><meta charset="UTF-8"/><meta name="viewport" content="width=device-width, initial-scale=1.0"/><title>Developer Guide · Quantized System Solver</title><meta name="title" content="Developer Guide · Quantized System Solver"/><meta property="og:title" content="Developer Guide · Quantized System Solver"/><meta property="twitter:title" content="Developer Guide · Quantized System Solver"/><meta name="description" content="Documentation for Quantized System Solver."/><meta property="og:description" content="Documentation for Quantized System Solver."/><meta property="twitter:description" content="Documentation for Quantized System Solver."/><script data-outdated-warner src="../assets/warner.js"></script><link href="https://cdnjs.cloudflare.com/ajax/libs/lato-font/3.0.0/css/lato-font.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/juliamono/0.050/juliamono.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.2/css/fontawesome.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.2/css/solid.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.2/css/brands.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.16.8/katex.min.css" rel="stylesheet" type="text/css"/><script>documenterBaseURL=".."</script><script src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.6/require.min.js" data-main="../assets/documenter.js"></script><script src="../search_index.js"></script><script src="../siteinfo.js"></script><script src="../../versions.js"></script><link class="docs-theme-link" rel="stylesheet" type="text/css" href="../assets/themes/documenter-dark.css" data-theme-name="documenter-dark" data-theme-primary-dark/><link class="docs-theme-link" rel="stylesheet" type="text/css" href="../assets/themes/documenter-light.css" data-theme-name="documenter-light" data-theme-primary/><script src="../assets/themeswap.js"></script></head><body><div id="documenter"><nav class="docs-sidebar"><a class="docs-logo" href="../"><img src="../assets/logo.png" alt="Quantized System Solver logo"/></a><div class="docs-package-name"><span class="docs-autofit"><a href="../">Quantized System Solver</a></span></div><button class="docs-search-query input is-rounded is-small is-clickable my-2 mx-auto py-1 px-2" id="documenter-search-query">Search docs (Ctrl + /)</button><ul class="docs-menu"><li><a class="tocitem" href="../">Home</a></li><li><a class="tocitem" href="../userGuide/">Tutorial</a></li><li class="is-active"><a class="tocitem" href>Developer Guide</a></li><li><a class="tocitem" href="../examples/">Examples</a></li></ul><div class="docs-version-selector field has-addons"><div class="control"><span class="docs-label button is-static is-size-7">Version</span></div><div class="docs-selector control is-expanded"><div class="select is-fullwidth is-size-7"><select id="documenter-version-selector"></select></div></div></div></nav><div class="docs-main"><header class="docs-navbar"><a class="docs-sidebar-button docs-navbar-link fa-solid fa-bars is-hidden-desktop" id="documenter-sidebar-button" href="#"></a><nav class="breadcrumb"><ul class="is-hidden-mobile"><li class="is-active"><a href>Developer Guide</a></li></ul><ul class="is-hidden-tablet"><li class="is-active"><a href>Developer Guide</a></li></ul></nav><div class="docs-right"><a class="docs-navbar-link" href="https://github.com/mongibellili/QuantizedSystemSolver" title="View the repository on GitHub"><span class="docs-icon fa-brands"></span><span class="docs-label is-hidden-touch">GitHub</span></a><a class="docs-navbar-link" href="https://github.com/mongibellili/QuantizedSystemSolver/blob/main/docs/src/developerGuide.md" title="Edit source on GitHub"><span class="docs-icon fa-solid"></span></a><a class="docs-settings-button docs-navbar-link fa-solid fa-gear" id="documenter-settings-button" href="#" title="Settings"></a><a class="docs-article-toggle-button fa-solid fa-chevron-up" id="documenter-article-toggle-button" href="javascript:;" title="Collapse all docstrings"></a></div></header><article class="content" id="documenter-page"><h1 id="Developer-Guide"><a class="docs-heading-anchor" href="#Developer-Guide">Developer Guide</a><a id="Developer-Guide-1"></a><a class="docs-heading-anchor-permalink" href="#Developer-Guide" title="Permalink"></a></h1><p>While the package is optimized to be fast, extensibility is not compromised. It is divided into 3 entities that can be extended separately: Problem, Algorithm, and Solution. The package uses other packages such as MacroTools.jl for user-code parsing, SymEngine.jl for Jacobian computation, and a modified TaylorSeries.jl that uses caching to obtain free Taylor variables. The approximation through Taylor variables transforms any complicated equations to polynomials, which makes root finding cheaper.</p><h3 id="[Algorithm-Extension-](@ref)"><a class="docs-heading-anchor" href="#[Algorithm-Extension-](@ref)"><a href="../algorithmDev/#Algorithm-Extension">Algorithm Extension </a></a><a id="[Algorithm-Extension-](@ref)-1"></a><a class="docs-heading-anchor-permalink" href="#[Algorithm-Extension-](@ref)" title="Permalink"></a></h3><h3 id="[Problem-Extension](@ref)"><a class="docs-heading-anchor" href="#[Problem-Extension](@ref)"><a href="../Problem/#Problem-Extension">Problem Extension</a></a><a id="[Problem-Extension](@ref)-1"></a><a class="docs-heading-anchor-permalink" href="#[Problem-Extension](@ref)" title="Permalink"></a></h3><h3 id="[Solution-Extension](@ref)"><a class="docs-heading-anchor" href="#[Solution-Extension](@ref)"><a href="../solutionDev/#Solution-Extension">Solution Extension</a></a><a id="[Solution-Extension](@ref)-1"></a><a class="docs-heading-anchor-permalink" href="#[Solution-Extension](@ref)" title="Permalink"></a></h3><h3 id="[Taylor0-](@ref)"><a class="docs-heading-anchor" href="#[Taylor0-](@ref)"><a href="../Taylor0/#Taylor0">Taylor0 </a></a><a id="[Taylor0-](@ref)-1"></a><a class="docs-heading-anchor-permalink" href="#[Taylor0-](@ref)" title="Permalink"></a></h3></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../userGuide/">« Tutorial</a><a class="docs-footer-nextpage" href="../examples/">Examples »</a><div class="flexbox-break"></div><p class="footer-message">Powered by <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> and the <a href="https://julialang.org/">Julia Programming Language</a>.</p></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="auto">Automatic (OS)</option><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> version 1.4.1 on <span class="colophon-date" title="Wednesday 10 July 2024 16:26">Wednesday 10 July 2024</span>. 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<html lang="en"><head><meta charset="UTF-8"/><meta name="viewport" content="width=device-width, initial-scale=1.0"/><title>Developer Guide · Quantized System Solver</title><meta name="title" content="Developer Guide · Quantized System Solver"/><meta property="og:title" content="Developer Guide · Quantized System Solver"/><meta property="twitter:title" content="Developer Guide · Quantized System Solver"/><meta name="description" content="Documentation for Quantized System Solver."/><meta property="og:description" content="Documentation for Quantized System Solver."/><meta property="twitter:description" content="Documentation for Quantized System Solver."/><script data-outdated-warner src="../assets/warner.js"></script><link href="https://cdnjs.cloudflare.com/ajax/libs/lato-font/3.0.0/css/lato-font.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/juliamono/0.050/juliamono.min.css" rel="stylesheet" type="text/css"/><link 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class="is-active"><a href>Developer Guide</a></li></ul><ul class="is-hidden-tablet"><li class="is-active"><a href>Developer Guide</a></li></ul></nav><div class="docs-right"><a class="docs-navbar-link" href="https://github.com/mongibellili/QuantizedSystemSolver" title="View the repository on GitHub"><span class="docs-icon fa-brands"></span><span class="docs-label is-hidden-touch">GitHub</span></a><a class="docs-navbar-link" href="https://github.com/mongibellili/QuantizedSystemSolver/blob/main/docs/src/developerGuide.md" title="Edit source on GitHub"><span class="docs-icon fa-solid"></span></a><a class="docs-settings-button docs-navbar-link fa-solid fa-gear" id="documenter-settings-button" href="#" title="Settings"></a><a class="docs-article-toggle-button fa-solid fa-chevron-up" id="documenter-article-toggle-button" href="javascript:;" title="Collapse all docstrings"></a></div></header><article class="content" id="documenter-page"><h1 id="Developer-Guide"><a class="docs-heading-anchor" href="#Developer-Guide">Developer Guide</a><a id="Developer-Guide-1"></a><a class="docs-heading-anchor-permalink" href="#Developer-Guide" title="Permalink"></a></h1><p>While the package is optimized to be fast, extensibility is not compromised. It is divided into 3 entities that can be extended separately: Problem, Algorithm, and Solution. The package uses other packages such as MacroTools.jl for user-code parsing, SymEngine.jl for Jacobian computation, and a modified TaylorSeries.jl that uses caching to obtain free Taylor variables. The approximation through Taylor variables transforms any complicated equations to polynomials, which makes root finding cheaper.</p><h3 id="[Implementation-](@ref)"><a class="docs-heading-anchor" href="#[Implementation-](@ref)"><a href="../implementation/#Implementation">Implementation </a></a><a id="[Implementation-](@ref)-1"></a><a class="docs-heading-anchor-permalink" href="#[Implementation-](@ref)" title="Permalink"></a></h3><h3 id="[Dependencies-](@ref)"><a class="docs-heading-anchor" href="#[Dependencies-](@ref)"><a href="../dependencies/#Dependencies">Dependencies </a></a><a id="[Dependencies-](@ref)-1"></a><a class="docs-heading-anchor-permalink" href="#[Dependencies-](@ref)" title="Permalink"></a></h3><h3 id="[Algorithm-Extension-](@ref)"><a class="docs-heading-anchor" href="#[Algorithm-Extension-](@ref)"><a href="../algorithmDev/#Algorithm-Extension">Algorithm Extension </a></a><a id="[Algorithm-Extension-](@ref)-1"></a><a class="docs-heading-anchor-permalink" href="#[Algorithm-Extension-](@ref)" title="Permalink"></a></h3><h3 id="[Algorithm-Extension-](@ref)-2"><a class="docs-heading-anchor" href="#[Algorithm-Extension-](@ref)-2"><a href="../algorithmDev/#Algorithm-Extension">Algorithm Extension </a></a><a class="docs-heading-anchor-permalink" href="#[Algorithm-Extension-](@ref)-2" title="Permalink"></a></h3><h3 id="[Problem-Extension](@ref)"><a class="docs-heading-anchor" href="#[Problem-Extension](@ref)"><a href="../Problem/#Problem-Extension">Problem Extension</a></a><a id="[Problem-Extension](@ref)-1"></a><a class="docs-heading-anchor-permalink" href="#[Problem-Extension](@ref)" title="Permalink"></a></h3><h3 id="[Solution-Extension](@ref)"><a class="docs-heading-anchor" href="#[Solution-Extension](@ref)"><a href="../solutionDev/#Solution-Extension">Solution Extension</a></a><a id="[Solution-Extension](@ref)-1"></a><a class="docs-heading-anchor-permalink" href="#[Solution-Extension](@ref)" title="Permalink"></a></h3><h3 id="[Taylor0-](@ref)"><a class="docs-heading-anchor" href="#[Taylor0-](@ref)"><a href="../Taylor0/#Taylor0">Taylor0 </a></a><a id="[Taylor0-](@ref)-1"></a><a class="docs-heading-anchor-permalink" href="#[Taylor0-](@ref)" title="Permalink"></a></h3></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../userGuide/">« Tutorial</a><a class="docs-footer-nextpage" href="../examples/">Examples »</a><div class="flexbox-break"></div><p class="footer-message">Powered by <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> and the <a href="https://julialang.org/">Julia Programming Language</a>.</p></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="auto">Automatic (OS)</option><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option><option value="catppuccin-latte">catppuccin-latte</option><option value="catppuccin-frappe">catppuccin-frappe</option><option value="catppuccin-macchiato">catppuccin-macchiato</option><option value="catppuccin-mocha">catppuccin-mocha</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> version 1.5.0 on <span class="colophon-date" title="Wednesday 23 October 2024 15:28">Wednesday 23 October 2024</span>. 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