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diff --git a/.nojekyll b/.nojekyll
@@ -1 +1 @@
-e95b185f
+bf18947d
diff --git a/1_epidemiology.html b/1_epidemiology.html
@@ -254,7 +254,7 @@
           <li class="sidebar-item">
   <div class="sidebar-item-container"> 
   <a href="./pushups/2_Optimization_pushups.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text">2_Optimization_pushups.html</span></a>
+ <span class="menu-text">Optimization Pushups</span></a>
   </div>
 </li>
       </ul>

diff --git a/1_epidemiology.out.ipynb b/1_epidemiology.out.ipynb
@@ -118,7 +118,7 @@
         "for) - compute an animation of the transition - compute an interactive\n",
         "visualisation (with `Interact.jl` if available)"
       ],
-      "id": "054d21d6-56c5-4347-8200-7dea1442816e"
+      "id": "ddab5b09-4011-4574-8060-81cd6026b8c9"
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diff --git a/about.html b/about.html
@@ -225,7 +225,7 @@
           <li class="sidebar-item">
   <div class="sidebar-item-container"> 
   <a href="./pushups/2_Optimization_pushups.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text">2_Optimization_pushups.html</span></a>
+ <span class="menu-text">Optimization Pushups</span></a>
   </div>
 </li>
       </ul>

diff --git a/index.html b/index.html
@@ -285,7 +285,7 @@
           <li class="sidebar-item">
   <div class="sidebar-item-container"> 
   <a href="./pushups/2_Optimization_pushups.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text">2_Optimization_pushups.html</span></a>
+ <span class="menu-text">Optimization Pushups</span></a>
   </div>
 </li>
       </ul>

diff --git a/notes.html b/notes.html
@@ -254,7 +254,7 @@
           <li class="sidebar-item">
   <div class="sidebar-item-container"> 
   <a href="./pushups/2_Optimization_pushups.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text">2_Optimization_pushups.html</span></a>
+ <span class="menu-text">Optimization Pushups</span></a>
   </div>
 </li>
       </ul>

diff --git a/pushups/1_epidemiology.html b/pushups/1_epidemiology.html
@@ -252,7 +252,7 @@
           <li class="sidebar-item">
   <div class="sidebar-item-container"> 
   <a href="../pushups/2_Optimization_pushups.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text">2_Optimization_pushups.html</span></a>
+ <span class="menu-text">Optimization Pushups</span></a>
   </div>
 </li>
       </ul>

diff --git a/pushups/2_Optimization_pushups.html b/pushups/2_Optimization_pushups.html
@@ -7,7 +7,7 @@
 <meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=yes">
 
 
-<title>Advanced Macro: Numerical Methods</title>
+<title>Advanced Macro: Numerical Methods - Optimization Pushups</title>
 <style>
 code{white-space: pre-wrap;}
 span.smallcaps{font-variant: small-caps;}
@@ -20,40 +20,6 @@
   margin: 0 0.8em 0.2em -1em; /* quarto-specific, see https://github.com/quarto-dev/quarto-cli/issues/4556 */ 
   vertical-align: middle;
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-    border: none; display: inline-block;
-    -webkit-touch-callout: none; -webkit-user-select: none;
-    -khtml-user-select: none; -moz-user-select: none;
-    -ms-user-select: none; user-select: none;
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-pre.numberSource { margin-left: 3em;  padding-left: 4px; }
-div.sourceCode
-  {   }
-@media screen {
-pre > code.sourceCode > span > a:first-child::before { text-decoration: underline; }
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@@ -114,7 +80,7 @@
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         <i class="bi bi-layout-text-sidebar-reverse"></i>
       </button>
-        <nav class="quarto-page-breadcrumbs" aria-label="breadcrumb"><ol class="breadcrumb"><li class="breadcrumb-item"><a href="../pushups/1_epidemiology.html">Pushups</a></li><li class="breadcrumb-item"><a href="../pushups/2_Optimization_pushups.html">2_Optimization_pushups.html</a></li></ol></nav>
+        <nav class="quarto-page-breadcrumbs" aria-label="breadcrumb"><ol class="breadcrumb"><li class="breadcrumb-item"><a href="../pushups/1_epidemiology.html">Pushups</a></li><li class="breadcrumb-item"><a href="../pushups/2_Optimization_pushups.html">Optimization Pushups</a></li></ol></nav>
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         </a>
       <button type="button" class="btn quarto-search-button" aria-label="" onclick="window.quartoOpenSearch();">
@@ -257,7 +223,7 @@
           <li class="sidebar-item">
   <div class="sidebar-item-container"> 
   <a href="../pushups/2_Optimization_pushups.html" class="sidebar-item-text sidebar-link active">
- <span class="menu-text">2_Optimization_pushups.html</span></a>
+ <span class="menu-text">Optimization Pushups</span></a>
   </div>
 </li>
       </ul>
@@ -273,14 +239,25 @@
 <!-- main -->
 <main class="content" id="quarto-document-content">
 
+<header id="title-block-header" class="quarto-title-block default"><nav class="quarto-page-breadcrumbs quarto-title-breadcrumbs d-none d-lg-block" aria-label="breadcrumb"><ol class="breadcrumb"><li class="breadcrumb-item"><a href="../pushups/1_epidemiology.html">Pushups</a></li><li class="breadcrumb-item"><a href="../pushups/2_Optimization_pushups.html">Optimization Pushups</a></li></ol></nav>
+<div class="quarto-title">
+<h1 class="title">Optimization Pushups</h1>
+</div>
 
 
 
-<div id="cell-0" class="cell">
-<div class="sourceCode cell-code" id="cb1"><pre class="sourceCode julia code-with-copy"><code class="sourceCode julia"><span id="cb1-1"><a href="#cb1-1" aria-hidden="true" tabindex="-1"></a><span class="op">---</span></span>
-<span id="cb1-2"><a href="#cb1-2" aria-hidden="true" tabindex="-1"></a>title<span class="op">:</span> Optimization Pushups</span>
-<span id="cb1-3"><a href="#cb1-3" aria-hidden="true" tabindex="-1"></a><span class="op">---</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
-</div>
+<div class="quarto-title-meta">
+
+
+
+
+  </div>
+
+
+
+</header>
+
+
 <p>The spirit of this simple tutorial consists in learning how to write simple solution algorithms. For each algorithm, test that it works, using simple test functions whose solution is known.</p>
 <p><strong>Write a function <code>fixed_point(f::Function, x0::Float64)</code> which computes the fixed point of <code>f</code> starting from initial point <code>x0</code>.</strong></p>
 <p><strong>Write a function <code>bisection(f::Function, a::Float64, b::Float64)</code> which computes a zero of function <code>f</code> within <code>(a,b)</code> using a bisection method.</strong></p>

diff --git a/search.json b/search.json
@@ -9,12 +9,12 @@
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-    "title": "Advanced Macro: Numerical Methods",
+    "title": "Optimization Pushups",
     "section": "",
-    "text": "---\ntitle: Optimization Pushups\n---\n\nThe spirit of this simple tutorial consists in learning how to write simple solution algorithms. For each algorithm, test that it works, using simple test functions whose solution is known.\nWrite a function fixed_point(f::Function, x0::Float64) which computes the fixed point of f starting from initial point x0.\nWrite a function bisection(f::Function, a::Float64, b::Float64) which computes a zero of function f within (a,b) using a bisection method.\nWrite a function golden(f::Function, a::Float64, b::Float64) which computes a zero of function f within (a,b) using a golden ratio method.\nWrite a function zero_newton(f::Function, x0::Float64) which computes the zero of function f starting from initial point x0.\nAdd an option zero_newton(f::Function, x0::Float64, backtracking=true) which computes the zero of function f starting from initial point x0 using backtracking in each iteration.\nWrite a function min_gd(f::Function, x0::Float64) which computes the minimum of function f using gradient descent. Assume f returns a scalar and a gradient.\nWrite a function min_nr(f::Function, x0::Float64) which computes the minimum of function f using Newton-Raphson method. Assume f returns a scalar, a gradient, and a hessian.\nWrite a method zero_newton(f::Function, x0::Vector{Float64}) which computes the zero of a vector valued function f starting from initial point x0.\nAdd an method zero_newton(f::Function, x0::Vector{Float64}, backtracking=true) which computes the zero of function f starting from initial point x0 using backtracking in each iteration.\nAdd a method zero_newton(f::Function, x0::Vector{Float64}, backtracking=true, lb=Vector{Float64}) which computes the zero of function f starting from initial point x0 taking complementarity constraint into account x&gt;=lb using the Fischer-Burmeister method.",
+    "text": "The spirit of this simple tutorial consists in learning how to write simple solution algorithms. For each algorithm, test that it works, using simple test functions whose solution is known.\nWrite a function fixed_point(f::Function, x0::Float64) which computes the fixed point of f starting from initial point x0.\nWrite a function bisection(f::Function, a::Float64, b::Float64) which computes a zero of function f within (a,b) using a bisection method.\nWrite a function golden(f::Function, a::Float64, b::Float64) which computes a zero of function f within (a,b) using a golden ratio method.\nWrite a function zero_newton(f::Function, x0::Float64) which computes the zero of function f starting from initial point x0.\nAdd an option zero_newton(f::Function, x0::Float64, backtracking=true) which computes the zero of function f starting from initial point x0 using backtracking in each iteration.\nWrite a function min_gd(f::Function, x0::Float64) which computes the minimum of function f using gradient descent. Assume f returns a scalar and a gradient.\nWrite a function min_nr(f::Function, x0::Float64) which computes the minimum of function f using Newton-Raphson method. Assume f returns a scalar, a gradient, and a hessian.\nWrite a method zero_newton(f::Function, x0::Vector{Float64}) which computes the zero of a vector valued function f starting from initial point x0.\nAdd an method zero_newton(f::Function, x0::Vector{Float64}, backtracking=true) which computes the zero of function f starting from initial point x0 using backtracking in each iteration.\nAdd a method zero_newton(f::Function, x0::Vector{Float64}, backtracking=true, lb=Vector{Float64}) which computes the zero of function f starting from initial point x0 taking complementarity constraint into account x&gt;=lb using the Fischer-Burmeister method.",
     "crumbs": [
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-      "2_Optimization_pushups.html"
+      "Optimization Pushups"
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diff --git a/sitemap.xml b/sitemap.xml
@@ -6,7 +6,7 @@
   </url>
   <url>
     <loc>https://albop.github.io/mie37/pushups/2_Optimization_pushups.html</loc>
-    <lastmod>2024-03-21T11:49:26.911Z</lastmod>
+    <lastmod>2024-03-21T12:03:30.559Z</lastmod>
   </url>
   <url>
     <loc>https://albop.github.io/mie37/students/list.html</loc>

diff --git a/slides/optimization copy.html b/slides/optimization copy.html
@@ -254,7 +254,7 @@
           <li class="sidebar-item">
   <div class="sidebar-item-container"> 
   <a href="../pushups/2_Optimization_pushups.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text">2_Optimization_pushups.html</span></a>
+ <span class="menu-text">Optimization Pushups</span></a>
   </div>
 </li>
       </ul>

diff --git a/slides/rbc.html b/slides/rbc.html
@@ -254,7 +254,7 @@
           <li class="sidebar-item">
   <div class="sidebar-item-container"> 
   <a href="../pushups/2_Optimization_pushups.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text">2_Optimization_pushups.html</span></a>
+ <span class="menu-text">Optimization Pushups</span></a>
   </div>
 </li>
       </ul>

diff --git a/students/list.html b/students/list.html
@@ -225,7 +225,7 @@
           <li class="sidebar-item">
   <div class="sidebar-item-container"> 
   <a href="../pushups/2_Optimization_pushups.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text">2_Optimization_pushups.html</span></a>
+ <span class="menu-text">Optimization Pushups</span></a>
   </div>
 </li>
       </ul>

diff --git a/students/pablo/1_epidemiology.html b/students/pablo/1_epidemiology.html
@@ -254,7 +254,7 @@
           <li class="sidebar-item">
   <div class="sidebar-item-container"> 
   <a href="../../pushups/2_Optimization_pushups.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text">2_Optimization_pushups.html</span></a>
+ <span class="menu-text">Optimization Pushups</span></a>
   </div>
 </li>
       </ul>

diff --git a/tutorials/1_Julia_Basics.html b/tutorials/1_Julia_Basics.html
@@ -290,7 +290,7 @@
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   <a href="../pushups/2_Optimization_pushups.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text">2_Optimization_pushups.html</span></a>
+ <span class="menu-text">Optimization Pushups</span></a>
   </div>
 </li>
       </ul>