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ISYE-6780: Introduction To Optimization
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<meta property="og:description" content="Convex sets and functions, optimality conditions in nonlinear programming, Lagrangian duality, quadratic programming algorithms for nonlinear programming including Newtons method, quasi-Newton methods, conjugate gradient methods, together with proofs of convergence.">
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<h1 id="name">
Introduction To Optimization
</h1>
<h2 id="code">
ISYE-6780
</h2>
<p>
Convex sets and functions, optimality conditions in nonlinear programming, Lagrangian duality, quadratic programming algorithms for nonlinear programming including Newtons method, quasi-Newton methods, conjugate gradient methods, together with proofs of convergence.
</p>
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4 credits
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Cross-listed with:
</div>
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<a class="course-pill" href="MATP-6600">MATP-6600 Introduction To Optimization</a>
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Prereqs:
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none
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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">2024</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">
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=202409&subj_in=ISYE&crse_in=6780&schd_in=">Introduction To Optimization (4c)</a>
</span>
<ul class="prof-list">
<li>John E. Mitchell</li>
</ul>
<span class="course-capacity">
Seats Taken: 6/15
</span>
</div>
</td>
</tr>
<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">
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=202309&subj_in=ISYE&crse_in=6780&schd_in=">Introduction To Optimization (4c)</a>
</span>
<ul class="prof-list">
<li>Yangyang Xu</li>
</ul>
<span class="course-capacity">
Seats Taken: 4/15
</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">
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=202209&subj_in=ISYE&crse_in=6780&schd_in=">Introduction To Optimization (4c)</a>
</span>
<ul class="prof-list">
<li>Rongjie Lai</li>
</ul>
<span class="course-capacity">
Seats Taken: 0/15
</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">
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=202109&subj_in=ISYE&crse_in=6780&schd_in=">Introduction To Optimization (4c)</a>
</span>
<ul class="prof-list">
<li>Rongjie Lai</li>
</ul>
<span class="course-capacity">
Seats Taken: 0/10
</span>
</div>
</td>
</tr>
<tr>
<th class="year">2020</th>
<td class="term spring offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=202001&subj_in=ISYE&crse_in=6780&schd_in=">Introduction To Optimization (4c)</a>
</span>
<ul class="prof-list">
<li>John E. Mitchell</li>
</ul>
<span class="course-capacity">
Seats Taken: 0/30
</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">
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=202009&subj_in=ISYE&crse_in=6780&schd_in=">Introduction To Optimization (4c)</a>
</span>
<ul class="prof-list">
<li>Rongjie Lai</li>
</ul>
<span class="course-capacity">
Seats Taken: 1/10
</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-diff-code">
</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">
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201809&subj_in=ISYE&crse_in=6780&schd_in=">Introduction To Optimization (4c)</a>
</span>
<ul class="prof-list">
<li>John E. Mitchell</li>
<li>Yangyang Xu</li>
</ul>
<span class="course-capacity">
Seats Taken: 3/30
</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">
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201709&subj_in=ISYE&crse_in=6780&schd_in=">Nonlinear Programming (4c)</a>
</span>
<ul class="prof-list">
<li>Yangyang Xu</li>
</ul>
<span class="course-capacity">
Seats Taken: 5/30
</span>
</div>
</td>
</tr>
<tr>
<th class="year">2016</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">
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201609&subj_in=ISYE&crse_in=6780&schd_in=">Nonlinear Programming (4c)</a>
</span>
<ul class="prof-list">
<li>John E. Mitchell</li>
</ul>
<span class="course-capacity">
Seats Taken: 3/20
</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 offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201509&subj_in=ISYE&crse_in=6780&schd_in=">Nonlinear Programming (4c)</a>
</span>
<ul class="prof-list">
<li>John E. Mitchell</li>
</ul>
<span class="course-capacity">
Seats Taken: 3/20
</span>
</div>
</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">
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201409&subj_in=ISYE&crse_in=6780&schd_in=">Nonlinear Programming (4c)</a>
</span>
<ul class="prof-list">
<li>John E. Mitchell</li>
</ul>
<span class="course-capacity">
Seats Taken: 9/20
</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">
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201309&subj_in=ISYE&crse_in=6780&schd_in=">Nonlinear Programming (4c)</a>
</span>
<ul class="prof-list">
<li>John E. Mitchell</li>
</ul>
<span class="course-capacity">
Seats Taken: 1/30
</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">
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201209&subj_in=ISYE&crse_in=6780&schd_in=">Nonlinear Programming (4c)</a>
</span>
<ul class="prof-list">
<li>John E. Mitchell</li>
</ul>
<span class="course-capacity">
Seats Taken: 6/30
</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 offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201109&subj_in=ISYE&crse_in=6780&schd_in=">Nonlinear Programming (4c)</a>
</span>
<ul class="prof-list">
<li>John E. Mitchell</li>
</ul>
<span class="course-capacity">
Seats Taken: 1/30
</span>
</div>
</td>
</tr>
<tr>
<th class="year">2010</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">
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201009&subj_in=ISYE&crse_in=6780&schd_in=">Nonlinear Programming (4c)</a>
</span>
<ul class="prof-list">
<li>Kristin P Bennett</li>
</ul>
<span class="course-capacity">
Seats Taken: 7/30
</span>
</div>
</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 offered-diff-code">
</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-diff-code">
</td>
</tr>
<tr>
<th class="year">2007</th>
<td class="term spring not-offered">
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall offered-diff-code">
</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 offered-diff-code">
</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 offered-diff-code">
</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 not-offered">
</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-diff-code">
</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-diff-code">
</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 offered-diff-code">
</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 offered-diff-code">
</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 offered-diff-code">
</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 offered-diff-code">
</td>
</tr>
</tbody>
</table>
</div>
</div>
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