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{
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"text/plain": "(13.915, 14.954005002975464)"
},
"metadata": {},
"execution_count": 16
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jprod_nln: ⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅ 0 jtprod: ██████████⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅ 5 jtprod_lin: ⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅ 0
jtprod_nln: ██████████⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅ 5 hess: ████████⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅ 4 hprod: ████████████████████ 10
jhess: ⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅ 0 jhprod: ⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅ 0
</code></pre><p>We now compare the two solvers with respect to the time spent,</p><pre><code class="language-julia hljs">stats_ipopt.elapsed_time, stats_fps_solve.elapsed_time</code></pre><pre><code class="nohighlight hljs">(17.899, 23.588104963302612)</code></pre><p>and also check objective value, feasibility and dual feasibility of <code>ipopt</code> and <code>fps_solve</code>.</p><pre><code class="language-julia hljs">(stats_ipopt.objective, stats_ipopt.primal_feas, stats_ipopt.dual_feas),
(stats_fps_solve.objective, stats_fps_solve.primal_feas, stats_fps_solve.dual_feas)</code></pre><pre><code class="nohighlight hljs">((0.005425026428348349, 2.2204460492503135e-18, 4.2724309076258577e-7), (0.005425025968573663, 2.2204460492503135e-18, 2.968652346957424e-7))</code></pre><p>Overall <code>FletcherPenaltySolver</code> is doing great for solving large-scale optimization problems!</p><hr/><p><em>This page was generated using <a href="https://github.com/fredrikekre/Literate.jl">Literate.jl</a>.</em></p></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../fine-tuneFPS/">« Fine-tune FPS</a><a class="docs-footer-nextpage" href="../reference/">Reference »</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="Sunday 4 February 2024 16:32">Sunday 4 February 2024</span>. Using Julia version 1.10.0.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>
</code></pre><p>We now compare the two solvers with respect to the time spent,</p><pre><code class="language-julia hljs">stats_ipopt.elapsed_time, stats_fps_solve.elapsed_time</code></pre><pre><code class="nohighlight hljs">(17.819, 23.132580041885376)</code></pre><p>and also check objective value, feasibility and dual feasibility of <code>ipopt</code> and <code>fps_solve</code>.</p><pre><code class="language-julia hljs">(stats_ipopt.objective, stats_ipopt.primal_feas, stats_ipopt.dual_feas),
(stats_fps_solve.objective, stats_fps_solve.primal_feas, stats_fps_solve.dual_feas)</code></pre><pre><code class="nohighlight hljs">((0.005425026428348349, 2.2204460492503135e-18, 4.2724309076258577e-7), (0.005425025968573663, 2.2204460492503135e-18, 2.968652346957424e-7))</code></pre><p>Overall <code>FletcherPenaltySolver</code> is doing great for solving large-scale optimization problems!</p><hr/><p><em>This page was generated using <a href="https://github.com/fredrikekre/Literate.jl">Literate.jl</a>.</em></p></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../fine-tuneFPS/">« Fine-tune FPS</a><a class="docs-footer-nextpage" href="../reference/">Reference »</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="Sunday 4 February 2024 16:33">Sunday 4 February 2024</span>. Using Julia version 1.10.0.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>
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[0.0],
[1.0],
)
stats = fps_solve(nlp)</code></pre><pre class="documenter-example-output"><code class="nohighlight hljs ansi">&quot;Execution stats: first-order stationary&quot;</code></pre><h1 id="Bug-reports-and-discussions"><a class="docs-heading-anchor" href="#Bug-reports-and-discussions">Bug reports and discussions</a><a id="Bug-reports-and-discussions-1"></a><a class="docs-heading-anchor-permalink" href="#Bug-reports-and-discussions" title="Permalink"></a></h1><p>If you think you found a bug, feel free to open an <a href="https://github.com/JuliaSmoothOptimizers/FletcherPenaltySolver.jl/issues">issue</a>. Focused suggestions and requests can also be opened as issues. Before opening a pull request, start an issue or a discussion on the topic, please.</p><p>If you want to ask a question not suited for a bug report, feel free to start a discussion <a href="https://github.com/JuliaSmoothOptimizers/Organization/discussions">here</a>. This forum is for general discussion about this repository and the <a href="https://github.com/JuliaSmoothOptimizers">JuliaSmoothOptimizers</a>, so questions about any of our packages are welcome.</p></article><nav class="docs-footer"><a class="docs-footer-nextpage" href="tutorial/">Tutorial »</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="Sunday 4 February 2024 16:32">Sunday 4 February 2024</span>. Using Julia version 1.10.0.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>
stats = fps_solve(nlp)</code></pre><pre class="documenter-example-output"><code class="nohighlight hljs ansi">&quot;Execution stats: first-order stationary&quot;</code></pre><h1 id="Bug-reports-and-discussions"><a class="docs-heading-anchor" href="#Bug-reports-and-discussions">Bug reports and discussions</a><a id="Bug-reports-and-discussions-1"></a><a class="docs-heading-anchor-permalink" href="#Bug-reports-and-discussions" title="Permalink"></a></h1><p>If you think you found a bug, feel free to open an <a href="https://github.com/JuliaSmoothOptimizers/FletcherPenaltySolver.jl/issues">issue</a>. Focused suggestions and requests can also be opened as issues. Before opening a pull request, start an issue or a discussion on the topic, please.</p><p>If you want to ask a question not suited for a bug report, feel free to start a discussion <a href="https://github.com/JuliaSmoothOptimizers/Organization/discussions">here</a>. This forum is for general discussion about this repository and the <a href="https://github.com/JuliaSmoothOptimizers">JuliaSmoothOptimizers</a>, so questions about any of our packages are welcome.</p></article><nav class="docs-footer"><a class="docs-footer-nextpage" href="tutorial/">Tutorial »</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="Sunday 4 February 2024 16:33">Sunday 4 February 2024</span>. Using Julia version 1.10.0.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>
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