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587 lines
24 KiB
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MANE-4280: Numerical Design Optimization
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<meta property="og:title" content="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">
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Numerical Design Optimization
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</h1>
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<h2 id="code">
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MANE-4280
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</h2>
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<p>
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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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</p>
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<div id="cattrs-container">
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<span id="credits-pill" class="attr-pill">
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3 credits
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Cross-listed with:
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</div>
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<div id=crosslist-classes" class="rel-info-courses">
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<a class="course-pill" href="MANE-6710">MANE-6710 Numerical Design Optimization</a>
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</div>
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</div>
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<div id="prereq-container" class="rel-info-container">
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<div id="prereq-title" class="rel-info-title">
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Prereqs:
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</div>
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<div id="prereq-classes" class="rel-info-courses">
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<a class="course-pill" href="MATH-2010">MATH-2010 Multivariable Calculus and Matrix Algebra</a>
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<div class="pr-and">and</div>
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<div class="pr-or-title">
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one of:
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</div>
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<div class="pr-or">
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<a class="course-pill" href="MANE-2110">MANE-2110 Numerical Methods and Programming for Engineers</a>
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<a class="course-pill" href="CSCI-1100">CSCI-1100 Computer Science I</a>
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Offered
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Offered as Cross-Listing Only
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<th></th>
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<th class="spring season-label">Spring</th>
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<th class="summer season-label" colspan="2">Summer</th>
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<th class="fall season-label">Fall</th>
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</tr>
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<tr>
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<th colspan="2"></th>
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<th class="summer2 midsum-label">(Session 1)</th>
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<th class="summer3 midsum-label">(Session 2)</th>
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<th></th>
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</tr>
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</thead>
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<tbody>
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<tr>
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<th class="year">2023</th>
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<td class="term spring not-offered">
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</td>
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<td colspan="2" class="term summer not-offered">
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</td>
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<td class="term fall offered">
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<div class="view-container detail-view-container">
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<span class="term-course-info">
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<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=202309&subj_in=MANE&crse_in=4280&schd_in=">Numerical Design Optimization (3c)</a>
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</span>
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<ul class="prof-list">
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<li>Jason Edward Hicken</li>
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</ul>
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<span class="course-capacity">
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Seats Taken: 39/40
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</span>
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</div>
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</td>
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</tr>
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<tr>
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<th class="year">2022</th>
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<td class="term spring not-offered">
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</td>
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<td colspan="2" class="term summer not-offered">
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</td>
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<td class="term fall offered">
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<div class="view-container detail-view-container">
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<span class="term-course-info">
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<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=202209&subj_in=MANE&crse_in=4280&schd_in=">Numerical Design Optimization (3c)</a>
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</span>
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<ul class="prof-list">
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<li>Jason Edward Hicken</li>
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</ul>
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<span class="course-capacity">
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Seats Taken: 36/30
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</span>
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</div>
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</td>
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</tr>
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<tr>
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<th class="year">2021</th>
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<td class="term spring not-offered">
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</td>
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<td colspan="2" class="term summer not-offered">
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</td>
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<td class="term fall offered">
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<div class="view-container detail-view-container">
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<span class="term-course-info">
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<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=202109&subj_in=MANE&crse_in=4280&schd_in=">Numerical Design Optimization (3c)</a>
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</span>
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<ul class="prof-list">
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<li>Jason Edward Hicken</li>
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</ul>
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<span class="course-capacity">
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Seats Taken: 26/30
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</span>
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</div>
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</td>
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</tr>
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<tr>
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<th class="year">2020</th>
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<td class="term spring not-offered">
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</td>
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<td colspan="2" class="term summer not-offered">
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</td>
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<td class="term fall offered">
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<div class="view-container detail-view-container">
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<span class="term-course-info">
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<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=202009&subj_in=MANE&crse_in=4280&schd_in=">Numerical Design Optimization (3c)</a>
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</span>
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<ul class="prof-list">
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<li>Jason Edward Hicken</li>
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</ul>
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<span class="course-capacity">
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Seats Taken: 41/50
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</span>
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</div>
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</td>
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</tr>
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<tr>
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<th class="year">2019</th>
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<td class="term spring not-offered">
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</td>
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<td colspan="2" class="term summer not-offered">
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</td>
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<td class="term fall offered">
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<div class="view-container detail-view-container">
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<span class="term-course-info">
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<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201909&subj_in=MANE&crse_in=4280&schd_in=">Numerical Design Optimization (3c)</a>
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</span>
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<ul class="prof-list">
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<li>Jason Edward Hicken</li>
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</ul>
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<span class="course-capacity">
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Seats Taken: 35/40
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</span>
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</div>
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</td>
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</tr>
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<tr>
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<th class="year">2018</th>
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<td class="term spring not-offered">
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</td>
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<td colspan="2" class="term summer not-offered">
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</td>
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<td class="term fall offered">
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<div class="view-container detail-view-container">
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<span class="term-course-info">
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<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201809&subj_in=MANE&crse_in=4280&schd_in=">Design Optimization (3c)</a>
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</span>
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<ul class="prof-list">
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<li>Jason Edward Hicken</li>
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</ul>
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<span class="course-capacity">
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Seats Taken: 19/45
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</span>
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</div>
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</td>
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</tr>
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<tr>
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<th class="year">2017</th>
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<td class="term spring not-offered">
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</td>
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<td colspan="2" class="term summer not-offered">
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</td>
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<td class="term fall offered">
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<div class="view-container detail-view-container">
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<span class="term-course-info">
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<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201709&subj_in=MANE&crse_in=4280&schd_in=">Design Optimization (3c)</a>
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</span>
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<ul class="prof-list">
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<li>Jason Edward Hicken</li>
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</ul>
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<span class="course-capacity">
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Seats Taken: 33/50
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</span>
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</div>
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</td>
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</tr>
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<tr>
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<th class="year">2016</th>
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<td class="term spring offered">
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<div class="view-container detail-view-container">
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<span class="term-course-info">
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<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201601&subj_in=MANE&crse_in=4280&schd_in=">Design Optimization (3c)</a>
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</span>
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<ul class="prof-list">
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<li>Susan Lynn Miller</li>
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<li>Jason Edward Hicken</li>
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</ul>
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<span class="course-capacity">
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Seats Taken: 30/50
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</span>
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</div>
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</td>
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<td colspan="2" class="term summer not-offered">
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</td>
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<td class="term fall offered">
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<div class="view-container detail-view-container">
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<span class="term-course-info">
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|
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201609&subj_in=MANE&crse_in=4280&schd_in=">Design Optimization (3c)</a>
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</span>
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<ul class="prof-list">
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<li>Jason Edward Hicken</li>
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</ul>
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<span class="course-capacity">
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Seats Taken: 19/50
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</span>
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</div>
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</td>
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</tr>
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<tr>
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<th class="year">2015</th>
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<td class="term spring not-offered">
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</td>
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<td colspan="2" class="term summer not-offered">
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</td>
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<td class="term fall not-offered">
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</td>
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</tr>
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<tr>
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<th class="year">2014</th>
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<td class="term spring not-offered">
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</td>
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<td colspan="2" class="term summer not-offered">
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</td>
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<td class="term fall offered">
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<div class="view-container detail-view-container">
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<span class="term-course-info">
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|
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201409&subj_in=MANE&crse_in=4280&schd_in=">Design Optimization (3c)</a>
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</span>
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<ul class="prof-list">
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<li>Joshua Lucas Hurst</li>
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</ul>
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<span class="course-capacity">
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Seats Taken: 42/60
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</span>
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</div>
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</td>
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</tr>
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<tr>
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<th class="year">2013</th>
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<td class="term spring not-offered">
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</td>
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<td colspan="2" class="term summer not-offered">
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</td>
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<td class="term fall offered">
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<div class="view-container detail-view-container">
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<span class="term-course-info">
|
|
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201309&subj_in=MANE&crse_in=4280&schd_in=">Design Optimization (3c)</a>
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</span>
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<ul class="prof-list">
|
|
<li>Joshua Lucas Hurst</li>
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|
</ul>
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<span class="course-capacity">
|
|
Seats Taken: 39/60
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</span>
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</div>
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</td>
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</tr>
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<tr>
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<th class="year">2012</th>
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<td class="term spring not-offered">
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</td>
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<td colspan="2" class="term summer not-offered">
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</td>
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<td class="term fall offered">
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<div class="view-container detail-view-container">
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<span class="term-course-info">
|
|
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201209&subj_in=MANE&crse_in=4280&schd_in=">Design Optimization (3c)</a>
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</span>
|
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<ul class="prof-list">
|
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<li>Joshua Lucas Hurst</li>
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</ul>
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<span class="course-capacity">
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Seats Taken: 19/50
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</span>
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</div>
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</td>
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</tr>
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<tr>
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<th class="year">2011</th>
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<td class="term spring not-offered">
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</td>
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<td colspan="2" class="term summer not-offered">
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</td>
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<td class="term fall not-offered">
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</td>
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</tr>
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<tr>
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<th class="year">2010</th>
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<td class="term spring offered">
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<div class="view-container detail-view-container">
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<span class="term-course-info">
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<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201001&subj_in=MANE&crse_in=4280&schd_in=">Design Optimization (3c)</a>
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</span>
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<ul class="prof-list">
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|
<li>Achille Messac</li>
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</ul>
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<span class="course-capacity">
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Seats Taken: 38/68
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</span>
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</div>
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</td>
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<td colspan="2" class="term summer not-offered">
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</td>
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<td class="term fall not-offered">
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</td>
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</tr>
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<tr>
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<th class="year">2009</th>
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<td class="term spring not-offered">
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</td>
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<td colspan="2" class="term summer not-offered">
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</td>
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<td class="term fall not-offered">
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</td>
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</tr>
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<tr>
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<th class="year">2008</th>
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<td class="term spring not-offered">
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</td>
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<td colspan="2" class="term summer not-offered">
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</td>
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<td class="term fall offered">
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<div class="view-container detail-view-container">
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<span class="term-course-info">
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|
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=200809&subj_in=MANE&crse_in=4280&schd_in=">Design Optimization (3c)</a>
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</span>
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<ul class="prof-list">
|
|
<li>Achille Messac</li>
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</ul>
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<span class="course-capacity">
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Seats Taken: 50/68
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</span>
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</div>
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</td>
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</tr>
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<tr>
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<th class="year">2007</th>
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<td class="term spring offered">
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<div class="view-container detail-view-container">
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<span class="term-course-info">
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<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=200701&subj_in=MANE&crse_in=4280&schd_in=">Design Optimization (3c)</a>
|
|
</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">
|
|
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=200709&subj_in=MANE&crse_in=4280&schd_in=">Design Optimization (3c)</a>
|
|
</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">
|
|
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=200409&subj_in=MANE&crse_in=4280&schd_in=">Design Optimization (3c)</a>
|
|
</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">
|
|
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=200309&subj_in=MANE&crse_in=4280&schd_in=">Design Optimization (3c)</a>
|
|
</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">
|
|
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=200209&subj_in=MANE&crse_in=4280&schd_in=">Design Optimization (3c)</a>
|
|
</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>
|
|
</table>
|
|
</div>
|
|
</div>
|
|
</body>
|
|
</html>
|