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MANE-4280: Numerical Design Optimization
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<meta property="og:description" content="This course introduces the theory and practical use of numerical design optimization methods. Topics include: gradient-based methods for unconstrained and constrained nonlinear optimization; numerical evaluation of derivatives; polynomial- and kriging-based surrogate models; gradient-free optimization methods; optimization under uncertainty; multi-objective and multi-disciplinary optimization. Projects require the use of computer programs to generate numerical results; therefore, experience with programming is highly recommended.">
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<h1 id="name">
Numerical Design Optimization
</h1>
<h2 id="code">
MANE-4280
</h2>
<p>
This course introduces the theory and practical use of numerical design optimization methods. Topics include: gradient-based methods for unconstrained and constrained nonlinear optimization; numerical evaluation of derivatives; polynomial- and kriging-based surrogate models; gradient-free optimization methods; optimization under uncertainty; multi-objective and multi-disciplinary optimization. Projects require the use of computer programs to generate numerical results; therefore, experience with programming is highly recommended.
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3 credits
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Cross-listed with:
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<a class="course-pill" href="MANE-6710.html">MANE-6710 Numerical Design Optimization</a>
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Prereqs:
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<div id="prereq-classes" class="rel-info-courses">
<a class="course-pill" href="MATH-2010.html">MATH-2010 Multivariable Calculus and Matrix Algebra</a>
<div class="pr-and">and</div>
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one of:
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<a class="course-pill" href="CSCI-1190.html">CSCI-1190 Beginning Programming for Engineers</a>
<a class="course-pill" href="CSCI-1010.html">CSCI-1010 Intro To Computer Programming</a>
<a class="course-pill" href="MANE-2110.html">MANE-2110 Numerical Methods and Programming for Engineers</a>
<a class="course-pill" href="CSCI-1100.html">CSCI-1100 Computer Science I</a>
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<table id="years-table">
<thead>
<tr>
<th></th>
<th class="spring season-label">Spring</th>
<th class="summer season-label" colspan="2">Summer</th>
<th class="fall season-label">Fall</th>
</tr>
<tr>
<th colspan="2"></th>
<th class="summer2 midsum-label">(Session 1)</th>
<th class="summer3 midsum-label">(Session 2)</th>
<th></th>
</tr>
</thead>
<tbody>
<tr>
<th class="year">2023</th>
<td class="term spring not-offered">
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
Numerical Design Optimization (3c)
</span>
<ul class="prof-list">
<li>Jason Edward Hicken</li>
</ul>
<span class="course-capacity">
Seats Taken: 0/40
</span>
</div>
</td>
</tr>
<tr>
<th class="year">2022</th>
<td class="term spring not-offered">
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
Numerical Design Optimization (3c)
</span>
<ul class="prof-list">
<li>Jason Edward Hicken</li>
</ul>
<span class="course-capacity">
Seats Taken: 36/30
</span>
</div>
</td>
</tr>
<tr>
<th class="year">2021</th>
<td class="term spring not-offered">
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
Numerical Design Optimization (3c)
</span>
<ul class="prof-list">
<li>Jason Edward Hicken</li>
</ul>
<span class="course-capacity">
Seats Taken: 26/30
</span>
</div>
</td>
</tr>
<tr>
<th class="year">2020</th>
<td class="term spring not-offered">
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
Numerical Design Optimization (3c)
</span>
<ul class="prof-list">
<li>Jason Edward Hicken</li>
</ul>
<span class="course-capacity">
Seats Taken: 41/50
</span>
</div>
</td>
</tr>
<tr>
<th class="year">2019</th>
<td class="term spring not-offered">
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
Numerical Design Optimization (3c)
</span>
<ul class="prof-list">
<li>Jason Edward Hicken</li>
</ul>
<span class="course-capacity">
Seats Taken: 35/40
</span>
</div>
</td>
</tr>
<tr>
<th class="year">2018</th>
<td class="term spring not-offered">
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
Design Optimization (3c)
</span>
<ul class="prof-list">
<li>Jason Edward Hicken</li>
</ul>
<span class="course-capacity">
Seats Taken: 19/45
</span>
</div>
</td>
</tr>
<tr>
<th class="year">2017</th>
<td class="term spring not-offered">
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
Design Optimization (3c)
</span>
<ul class="prof-list">
<li>Jason Edward Hicken</li>
</ul>
<span class="course-capacity">
Seats Taken: 33/50
</span>
</div>
</td>
</tr>
<tr>
<th class="year">2016</th>
<td class="term spring offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
Design Optimization (3c)
</span>
<ul class="prof-list">
<li>Susan Lynn Miller</li>
<li>Jason Edward Hicken</li>
</ul>
<span class="course-capacity">
Seats Taken: 30/50
</span>
</div>
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
Design Optimization (3c)
</span>
<ul class="prof-list">
<li>Jason Edward Hicken</li>
</ul>
<span class="course-capacity">
Seats Taken: 19/50
</span>
</div>
</td>
</tr>
<tr>
<th class="year">2015</th>
<td class="term spring not-offered">
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall not-offered">
</td>
</tr>
<tr>
<th class="year">2014</th>
<td class="term spring not-offered">
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
Design Optimization (3c)
</span>
<ul class="prof-list">
<li>Joshua Lucas Hurst</li>
</ul>
<span class="course-capacity">
Seats Taken: 42/60
</span>
</div>
</td>
</tr>
<tr>
<th class="year">2013</th>
<td class="term spring not-offered">
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
Design Optimization (3c)
</span>
<ul class="prof-list">
<li>Joshua Lucas Hurst</li>
</ul>
<span class="course-capacity">
Seats Taken: 39/60
</span>
</div>
</td>
</tr>
<tr>
<th class="year">2012</th>
<td class="term spring not-offered">
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
Design Optimization (3c)
</span>
<ul class="prof-list">
<li>Joshua Lucas Hurst</li>
</ul>
<span class="course-capacity">
Seats Taken: 19/50
</span>
</div>
</td>
</tr>
<tr>
<th class="year">2011</th>
<td class="term spring not-offered">
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall not-offered">
</td>
</tr>
<tr>
<th class="year">2010</th>
<td class="term spring offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
Design Optimization (3c)
</span>
<ul class="prof-list">
<li>Achille Messac</li>
</ul>
<span class="course-capacity">
Seats Taken: 38/68
</span>
</div>
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall not-offered">
</td>
</tr>
<tr>
<th class="year">2009</th>
<td class="term spring not-offered">
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall not-offered">
</td>
</tr>
<tr>
<th class="year">2008</th>
<td class="term spring not-offered">
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
Design Optimization (3c)
</span>
<ul class="prof-list">
<li>Achille Messac</li>
</ul>
<span class="course-capacity">
Seats Taken: 50/68
</span>
</div>
</td>
</tr>
<tr>
<th class="year">2007</th>
<td class="term spring offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
Design Optimization (3c)
</span>
<ul class="prof-list">
<li>Achille Messac</li>
</ul>
<span class="course-capacity">
Seats Taken: 42/60
</span>
</div>
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
Design Optimization (3c)
</span>
<ul class="prof-list">
<li>Achille Messac</li>
</ul>
<span class="course-capacity">
Seats Taken: 36/40
</span>
</div>
</td>
</tr>
<tr>
<th class="year">2006</th>
<td class="term spring not-offered">
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall not-offered">
</td>
</tr>
<tr>
<th class="year">2005</th>
<td class="term spring not-offered">
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall not-offered">
</td>
</tr>
<tr>
<th class="year">2004</th>
<td class="term spring not-offered">
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
Design Optimization (3c)
</span>
<ul class="prof-list">
<li>Achille Messac</li>
</ul>
<span class="course-capacity">
Seats Taken: 18/30
</span>
</div>
</td>
</tr>
<tr>
<th class="year">2003</th>
<td class="term spring not-offered">
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
Design Optimization (3c)
</span>
<ul class="prof-list">
<li>Achille Messac</li>
</ul>
<span class="course-capacity">
Seats Taken: 17/30
</span>
</div>
</td>
</tr>
<tr>
<th class="year">2002</th>
<td class="term spring not-offered">
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
Design Optimization (3c)
</span>
<ul class="prof-list">
<li>Achille Messac</li>
</ul>
<span class="course-capacity">
Seats Taken: 21/41
</span>
</div>
</td>
</tr>
<tr>
<th class="year">2001</th>
<td class="term spring not-offered">
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall not-offered">
</td>
</tr>
<tr>
<th class="year">2000</th>
<td class="term spring not-offered">
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall not-offered">
</td>
</tr>
<tr>
<th class="year">1999</th>
<td class="term spring not-offered">
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall not-offered">
</td>
</tr>
<tr>
<th class="year">1998</th>
<td class="term spring unscheduled">
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall not-offered">
</td>
</tr>
</tbody>
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