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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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Numerical Design Optimization
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< h2 id = "code" >
MANE-4280
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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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3 credits
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Cross-listed with:
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< a class = "course-pill" href = "MANE-6710" > MANE-6710 Numerical Design Optimization< / a >
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Prereqs:
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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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one of:
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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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< table id = "years-table" >
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< 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 >
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< 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" >
2023-03-20 16:39:52 +00:00
Seats Taken: 8/40
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< / span >
< / div >
< / td >
< / tr >
< tr >
< th class = "year" > 2022< / th >
< td class = "term spring not-offered" >
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< 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" >
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< 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" >
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< 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 >
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< / 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 >
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< 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 >
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< / td >
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< td colspan = "2" class = "term summer not-offered" >
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< / 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 >
2023-02-22 04:39:06 +00:00
< 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" >
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< td class = "term fall not-offered" >
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