Updated version number and release date

numericalalgorithmsgroup · Sep 16, 2024 · de74082 · de74082
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diff --git a/docs/build/doctrees/environment.pickle b/docs/build/doctrees/environment.pickle
diff --git a/docs/build/doctrees/history.doctree b/docs/build/doctrees/history.doctree
diff --git a/docs/build/doctrees/index.doctree b/docs/build/doctrees/index.doctree
diff --git a/docs/build/html/.buildinfo b/docs/build/html/.buildinfo
@@ -1,4 +1,4 @@
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diff --git a/docs/build/html/_sources/history.rst.txt b/docs/build/html/_sources/history.rst.txt
@@ -48,10 +48,10 @@ Version 1.4 (16 May 2023)
 * Bugfix: reset slow iteration counter when doing soft restarts
 
 Version 1.4.1 (11 Apr 2024)
--------------------------
+---------------------------
 * Migrate package setup to pyproject.toml (required for Python version 3.12)
 * Drop support for Python 2.7 and <=3.7 due to new setup process
 
-Version 1.5 (9 Sep 2024)
--------------------------
+Version 1.5.0 (16 Sep 2024)
+---------------------------
 * Added support for general convex constraints
diff --git a/docs/build/html/_static/documentation_options.js b/docs/build/html/_static/documentation_options.js
@@ -1,5 +1,5 @@
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diff --git a/docs/build/html/advanced.html b/docs/build/html/advanced.html
@@ -4,7 +4,7 @@
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   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>Advanced Usage &mdash; Py-BOBYQA v1.5 documentation</title>
+  <title>Advanced Usage &mdash; Py-BOBYQA v1.5.0 documentation</title>
       <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=fa44fd50" />
       <link rel="stylesheet" type="text/css" href="_static/css/theme.css?v=19f00094" />
 
@@ -15,7 +15,7 @@
 
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@@ -38,7 +38,7 @@
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+                1.5.0
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diff --git a/docs/build/html/diagnostic.html b/docs/build/html/diagnostic.html
@@ -4,7 +4,7 @@
   <meta charset="utf-8" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>Diagnostic Information &mdash; Py-BOBYQA v1.5 documentation</title>
+  <title>Diagnostic Information &mdash; Py-BOBYQA v1.5.0 documentation</title>
       <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=fa44fd50" />
       <link rel="stylesheet" type="text/css" href="_static/css/theme.css?v=19f00094" />
 
@@ -15,7 +15,7 @@
 
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@@ -38,7 +38,7 @@
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+                1.5.0
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diff --git a/docs/build/html/genindex.html b/docs/build/html/genindex.html
@@ -3,7 +3,7 @@
 <head>
   <meta charset="utf-8" />
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>Index &mdash; Py-BOBYQA v1.5 documentation</title>
+  <title>Index &mdash; Py-BOBYQA v1.5.0 documentation</title>
       <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=fa44fd50" />
       <link rel="stylesheet" type="text/css" href="_static/css/theme.css?v=19f00094" />
 
@@ -14,7 +14,7 @@
 
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@@ -34,7 +34,7 @@
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-                1.5
+                1.5.0
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diff --git a/docs/build/html/history.html b/docs/build/html/history.html
@@ -4,7 +4,7 @@
   <meta charset="utf-8" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>Version History &mdash; Py-BOBYQA v1.5 documentation</title>
+  <title>Version History &mdash; Py-BOBYQA v1.5.0 documentation</title>
       <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=fa44fd50" />
       <link rel="stylesheet" type="text/css" href="_static/css/theme.css?v=19f00094" />
 
@@ -15,7 +15,7 @@
 
         <script src="_static/jquery.js?v=5d32c60e"></script>
         <script src="_static/_sphinx_javascript_frameworks_compat.js?v=2cd50e6c"></script>
-        <script src="_static/documentation_options.js?v=aaadad1f"></script>
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@@ -36,7 +36,7 @@
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+                1.5.0
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@@ -63,7 +63,7 @@
 <li class="toctree-l2"><a class="reference internal" href="#version-1-3-14-apr-2021">Version 1.3 (14 Apr 2021)</a></li>
 <li class="toctree-l2"><a class="reference internal" href="#version-1-4-16-may-2023">Version 1.4 (16 May 2023)</a></li>
 <li class="toctree-l2"><a class="reference internal" href="#version-1-4-1-11-apr-2024">Version 1.4.1 (11 Apr 2024)</a></li>
-<li class="toctree-l2"><a class="reference internal" href="#version-1-5-9-sep-2024">Version 1.5 (9 Sep 2024)</a></li>
+<li class="toctree-l2"><a class="reference internal" href="#version-1-5-0-16-sep-2024">Version 1.5.0 (16 Sep 2024)</a></li>
 </ul>
 </li>
 </ul>
@@ -162,8 +162,8 @@ <h2>Version 1.4.1 (11 Apr 2024)<a class="headerlink" href="#version-1-4-1-11-apr
 <li><p>Drop support for Python 2.7 and &lt;=3.7 due to new setup process</p></li>
 </ul>
 </section>
-<section id="version-1-5-9-sep-2024">
-<h2>Version 1.5 (9 Sep 2024)<a class="headerlink" href="#version-1-5-9-sep-2024" title="Link to this heading"></a></h2>
+<section id="version-1-5-0-16-sep-2024">
+<h2>Version 1.5.0 (16 Sep 2024)<a class="headerlink" href="#version-1-5-0-16-sep-2024" title="Link to this heading"></a></h2>
 <ul class="simple">
 <li><p>Added support for general convex constraints</p></li>
 </ul>

diff --git a/docs/build/html/index.html b/docs/build/html/index.html
@@ -4,7 +4,7 @@
   <meta charset="utf-8" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>Py-BOBYQA: Derivative-Free Optimizer for Bound-Constrained Minimization &mdash; Py-BOBYQA v1.5 documentation</title>
+  <title>Py-BOBYQA: Derivative-Free Optimizer for Bound-Constrained Minimization &mdash; Py-BOBYQA v1.5.0 documentation</title>
       <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=fa44fd50" />
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@@ -37,7 +37,7 @@
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@@ -83,8 +83,8 @@
 
   <section id="py-bobyqa-derivative-free-optimizer-for-bound-constrained-minimization">
 <h1>Py-BOBYQA: Derivative-Free Optimizer for Bound-Constrained Minimization<a class="headerlink" href="#py-bobyqa-derivative-free-optimizer-for-bound-constrained-minimization" title="Link to this heading"></a></h1>
-<p><strong>Release:</strong> 1.5</p>
-<p><strong>Date:</strong> 09 September 2024</p>
+<p><strong>Release:</strong> 1.5.0</p>
+<p><strong>Date:</strong> 16 September 2024</p>
 <p><strong>Author:</strong> <a class="reference external" href="mailto:lindon&#46;roberts&#37;&#52;&#48;sydney&#46;edu&#46;au">Lindon Roberts</a></p>
 <p>Py-BOBYQA is a flexible package for finding local solutions to nonlinear, nonconvex minimization problems (with optional bound and other convex constraints), without requiring any derivatives of the objective. Py-BOBYQA is a Python implementation of the <a class="reference external" href="http://mat.uc.pt/~zhang/software.html#powell_software">BOBYQA</a> solver by Powell (documentation <a class="reference external" href="http://www.damtp.cam.ac.uk/user/na/NA_papers/NA2009_06.pdf">here</a>). It is particularly useful when evaluations of the objective function are expensive and/or noisy.</p>
 <p>That is, Py-BOBYQA solves</p>
@@ -165,7 +165,7 @@ <h1>Py-BOBYQA: Derivative-Free Optimizer for Bound-Constrained Minimization<a cl
 <li class="toctree-l2"><a class="reference internal" href="history.html#version-1-3-14-apr-2021">Version 1.3 (14 Apr 2021)</a></li>
 <li class="toctree-l2"><a class="reference internal" href="history.html#version-1-4-16-may-2023">Version 1.4 (16 May 2023)</a></li>
 <li class="toctree-l2"><a class="reference internal" href="history.html#version-1-4-1-11-apr-2024">Version 1.4.1 (11 Apr 2024)</a></li>
-<li class="toctree-l2"><a class="reference internal" href="history.html#version-1-5-9-sep-2024">Version 1.5 (9 Sep 2024)</a></li>
+<li class="toctree-l2"><a class="reference internal" href="history.html#version-1-5-0-16-sep-2024">Version 1.5.0 (16 Sep 2024)</a></li>
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 </li>
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diff --git a/docs/build/html/info.html b/docs/build/html/info.html
@@ -4,7 +4,7 @@
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   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>Overview &mdash; Py-BOBYQA v1.5 documentation</title>
+  <title>Overview &mdash; Py-BOBYQA v1.5.0 documentation</title>
       <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=fa44fd50" />
       <link rel="stylesheet" type="text/css" href="_static/css/theme.css?v=19f00094" />
 
@@ -15,7 +15,7 @@
 
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@@ -38,7 +38,7 @@
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@@ -108,7 +108,7 @@ <h2>Details of the Py-BOBYQA Algorithm<a class="headerlink" href="#details-of-th
 <p>Py-BOBYQA is a type of <em>trust-region</em> method, a common category of optimization algorithms for nonconvex problems. Given a current estimate of the solution <span class="math notranslate nohighlight">\(x_k\)</span>, we compute a model which approximates the objective <span class="math notranslate nohighlight">\(m_k(s)\approx f(x_k+s)\)</span> (for small steps <span class="math notranslate nohighlight">\(s\)</span>), and maintain a value <span class="math notranslate nohighlight">\(\Delta_k&gt;0\)</span> (called the <em>trust region radius</em>) which measures the size of <span class="math notranslate nohighlight">\(s\)</span> for which the approximation is good.</p>
 <p>At each step, we compute a trial step <span class="math notranslate nohighlight">\(s_k\)</span> designed to make our approximation <span class="math notranslate nohighlight">\(m_k(s)\)</span> small (this task is called the <em>trust region subproblem</em>). We evaluate the objective at this new point, and if this provided a good decrease in the objective, we take the step (<span class="math notranslate nohighlight">\(x_{k+1}=x_k+s_k\)</span>), otherwise we stay put (<span class="math notranslate nohighlight">\(x_{k+1}=x_k\)</span>). Based on this information, we choose a new value <span class="math notranslate nohighlight">\(\Delta_{k+1}\)</span>, and repeat the process.</p>
 <p>In Py-BOBYQA, we construct our approximation <span class="math notranslate nohighlight">\(m_k(s)\)</span> by interpolating a linear or quadratic approximation for <span class="math notranslate nohighlight">\(f(x)\)</span> at several points close to <span class="math notranslate nohighlight">\(x_k\)</span>. To make sure our interpolated model is accurate, we need to regularly check that the points are well-spaced, and move them if they aren’t (i.e. improve the geometry of our interpolation points).</p>
-<p>Py-BOBYQA is a Python implementation of the BOBYQA solver by Powell <a class="reference internal" href="#powell2009" id="id1"><span>[Powell2009]</span></a>. More details about Py-BOBYQA algorithm are given in our paper <a class="reference internal" href="#cfmr2018" id="id2"><span>[CFMR2018]</span></a>.</p>
+<p>Py-BOBYQA is a Python implementation of the BOBYQA solver by Powell <a class="reference internal" href="#powell2009" id="id1"><span>[Powell2009]</span></a>. More details about Py-BOBYQA algorithm are given in our paper <a class="reference internal" href="userguide.html#cfmr2018" id="id2"><span>[CFMR2018]</span></a>.</p>
 </section>
 <section id="references">
 <h2>References<a class="headerlink" href="#references" title="Link to this heading"></a></h2>

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   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>Installing Py-BOBYQA &mdash; Py-BOBYQA v1.5 documentation</title>
+  <title>Installing Py-BOBYQA &mdash; Py-BOBYQA v1.5.0 documentation</title>
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@@ -3,7 +3,7 @@
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   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>Search &mdash; Py-BOBYQA v1.5 documentation</title>
+  <title>Search &mdash; Py-BOBYQA v1.5.0 documentation</title>
       <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=fa44fd50" />
       <link rel="stylesheet" type="text/css" href="_static/css/theme.css?v=19f00094" />
 
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@@ -37,7 +37,7 @@
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diff --git a/docs/build/html/searchindex.js b/docs/build/html/searchindex.js
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   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>Using Py-BOBYQA &mdash; Py-BOBYQA v1.5 documentation</title>
+  <title>Using Py-BOBYQA &mdash; Py-BOBYQA v1.5.0 documentation</title>
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@@ -15,7 +15,7 @@
 
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@@ -38,7 +38,7 @@
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