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Documenter.jl committed Sep 9, 2024
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<!DOCTYPE html>
<html lang="en"><head><meta charset="UTF-8"/><meta name="viewport" content="width=device-width, initial-scale=1.0"/><title>Extras · Juniper</title><script data-outdated-warner src="../assets/warner.js"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/0.045/juliamono.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.15.4/css/fontawesome.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.15.4/css/solid.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.15.4/css/brands.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.13.24/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="../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"><div class="docs-package-name"><span class="docs-autofit"><a href="../">Juniper</a></span></div><form class="docs-search" action="../search/"><input class="docs-search-query" id="documenter-search-query" name="q" type="text" placeholder="Search docs"/></form><ul class="docs-menu"><li><a class="tocitem" href="../">Home</a></li><li><a class="tocitem" href="../options/">Options</a></li><li class="is-active"><a class="tocitem" href>Extras</a><ul class="internal"><li><a class="tocitem" href="#Statistics"><span>Statistics</span></a></li></ul></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"><nav class="breadcrumb"><ul class="is-hidden-mobile"><li class="is-active"><a href>Extras</a></li></ul><ul class="is-hidden-tablet"><li class="is-active"><a href>Extras</a></li></ul></nav><div class="docs-right"><a class="docs-edit-link" href="https://github.com/lanl-ansi/Juniper.jl/blob/master/docs/src/extras.md" title="Edit on GitHub"><span class="docs-icon fab"></span><span class="docs-label is-hidden-touch">Edit on GitHub</span></a><a class="docs-settings-button fas fa-cog" id="documenter-settings-button" href="#" title="Settings"></a><a class="docs-sidebar-button fa fa-bars is-hidden-desktop" id="documenter-sidebar-button" href="#"></a></div></header><article class="content" id="documenter-page"><h2 id="Statistics"><a class="docs-heading-anchor" href="#Statistics">Statistics</a><a id="Statistics-1"></a><a class="docs-heading-anchor-permalink" href="#Statistics" title="Permalink"></a></h2><p>You can get some statistics after the problem is solved.</p><table><tr><th style="text-align: right">Variable</th><th style="text-align: right">Description</th></tr><tr><td style="text-align: right">nintvars</td><td style="text-align: right">Number of integer variables</td></tr><tr><td style="text-align: right">nbinvars</td><td style="text-align: right">Number of binary variables</td></tr><tr><td style="text-align: right">nnodes</td><td style="text-align: right">Number of explored nodes in branch and bound</td></tr><tr><td style="text-align: right">ncuts</td><td style="text-align: right">Number of cuts</td></tr><tr><td style="text-align: right">nbranches</td><td style="text-align: right">Number of branches</td></tr><tr><td style="text-align: right">nlevels</td><td style="text-align: right">Deepest level reached (Root node is level 1)</td></tr></table><p>To access these statistics you can use <code>JuMP.backend(m)</code> i.e.:</p><pre><code class="nohighlight hljs">internal_model = JuMP.backend(m)
println(&quot;#IntVars: &quot;, internal_model.optimizer.model.inner.nintvars)</code></pre></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../options/">« Options</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="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 0.27.25 on <span class="colophon-date" title="Tuesday 30 January 2024 01:54">Tuesday 30 January 2024</span>. Using Julia version 1.10.0.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>
println(&quot;#IntVars: &quot;, internal_model.optimizer.model.inner.nintvars)</code></pre></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../options/">« Options</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="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 0.27.25 on <span class="colophon-date" title="Monday 9 September 2024 13:32">Monday 9 September 2024</span>. Using Julia version 1.10.5.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>
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# retrieve the objective value, corresponding x values and the status
println(JuMP.value.(x))
println(JuMP.objective_value(m))
println(JuMP.termination_status(m))</code></pre><p>This solver is a NLP solver therefore you should have at least one <code>NLconstraint</code> or <code>NLobjective</code>.</p><p>Juniper is specialized for <strong>non</strong> convex problems which get solved <strong>locally</strong> optimal. It will solve convex problems as well but specialized solvers for convex problems should be preferred then. </p><h1 id="Performance"><a class="docs-heading-anchor" href="#Performance">Performance</a><a id="Performance-1"></a><a class="docs-heading-anchor-permalink" href="#Performance" title="Permalink"></a></h1><p>You can find detailed performance measurements in our <a href="https://link.springer.com/chapter/10.1007/978-3-319-93031-2_27">paper</a> or <a href="https://arxiv.org/abs/1804.07332">technical report</a>.</p><p>The most recent stats can be found on the website <a href="https://wikunia.github.io/BnBVisual/">BnBVisual</a>.</p><p><img src="https://user-images.githubusercontent.com/4931746/53558402-41416680-3b48-11e9-991f-84bc4588f23f.png" alt="Locally solved instances"/></p></article><nav class="docs-footer"><a class="docs-footer-nextpage" href="options/">Options »</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="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 0.27.25 on <span class="colophon-date" title="Tuesday 30 January 2024 01:54">Tuesday 30 January 2024</span>. Using Julia version 1.10.0.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>
println(JuMP.termination_status(m))</code></pre><p>This solver is a NLP solver therefore you should have at least one <code>NLconstraint</code> or <code>NLobjective</code>.</p><p>Juniper is specialized for <strong>non</strong> convex problems which get solved <strong>locally</strong> optimal. It will solve convex problems as well but specialized solvers for convex problems should be preferred then. </p><h1 id="Performance"><a class="docs-heading-anchor" href="#Performance">Performance</a><a id="Performance-1"></a><a class="docs-heading-anchor-permalink" href="#Performance" title="Permalink"></a></h1><p>You can find detailed performance measurements in our <a href="https://link.springer.com/chapter/10.1007/978-3-319-93031-2_27">paper</a> or <a href="https://arxiv.org/abs/1804.07332">technical report</a>.</p><p>The most recent stats can be found on the website <a href="https://wikunia.github.io/BnBVisual/">BnBVisual</a>.</p><p><img src="https://user-images.githubusercontent.com/4931746/53558402-41416680-3b48-11e9-991f-84bc4588f23f.png" alt="Locally solved instances"/></p></article><nav class="docs-footer"><a class="docs-footer-nextpage" href="options/">Options »</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="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 0.27.25 on <span class="colophon-date" title="Monday 9 September 2024 13:32">Monday 9 September 2024</span>. Using Julia version 1.10.5.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>
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