applications of Multivariate Calculus in computer science











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I am currently studying Multivariate Calculus (Larson and Edwards book). I want to do a project in computer science to see some nice applications of things I am learning. Any specific source of papers/journals/books? thanks










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  • You could go the opposite direction and think about the CS behind software to graph such equations. But I come bearing no references...
    – pjs36
    Feb 21 '16 at 7:36










  • I think multivariable calculus is need in computer graphics. This is based on a quote from one of the creators of "bug's life" in a multi book I read once as "wishing they knew more vector calc."
    – qbert
    Jan 9 at 1:06

















up vote
0
down vote

favorite












I am currently studying Multivariate Calculus (Larson and Edwards book). I want to do a project in computer science to see some nice applications of things I am learning. Any specific source of papers/journals/books? thanks










share|cite|improve this question






















  • You could go the opposite direction and think about the CS behind software to graph such equations. But I come bearing no references...
    – pjs36
    Feb 21 '16 at 7:36










  • I think multivariable calculus is need in computer graphics. This is based on a quote from one of the creators of "bug's life" in a multi book I read once as "wishing they knew more vector calc."
    – qbert
    Jan 9 at 1:06















up vote
0
down vote

favorite









up vote
0
down vote

favorite











I am currently studying Multivariate Calculus (Larson and Edwards book). I want to do a project in computer science to see some nice applications of things I am learning. Any specific source of papers/journals/books? thanks










share|cite|improve this question













I am currently studying Multivariate Calculus (Larson and Edwards book). I want to do a project in computer science to see some nice applications of things I am learning. Any specific source of papers/journals/books? thanks







multivariable-calculus applications






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asked Feb 21 '16 at 7:23









user304876

59116




59116












  • You could go the opposite direction and think about the CS behind software to graph such equations. But I come bearing no references...
    – pjs36
    Feb 21 '16 at 7:36










  • I think multivariable calculus is need in computer graphics. This is based on a quote from one of the creators of "bug's life" in a multi book I read once as "wishing they knew more vector calc."
    – qbert
    Jan 9 at 1:06




















  • You could go the opposite direction and think about the CS behind software to graph such equations. But I come bearing no references...
    – pjs36
    Feb 21 '16 at 7:36










  • I think multivariable calculus is need in computer graphics. This is based on a quote from one of the creators of "bug's life" in a multi book I read once as "wishing they knew more vector calc."
    – qbert
    Jan 9 at 1:06


















You could go the opposite direction and think about the CS behind software to graph such equations. But I come bearing no references...
– pjs36
Feb 21 '16 at 7:36




You could go the opposite direction and think about the CS behind software to graph such equations. But I come bearing no references...
– pjs36
Feb 21 '16 at 7:36












I think multivariable calculus is need in computer graphics. This is based on a quote from one of the creators of "bug's life" in a multi book I read once as "wishing they knew more vector calc."
– qbert
Jan 9 at 1:06






I think multivariable calculus is need in computer graphics. This is based on a quote from one of the creators of "bug's life" in a multi book I read once as "wishing they knew more vector calc."
– qbert
Jan 9 at 1:06












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I don't know Larson and Edwards' book, but I assume you have learned about partial derivatives, and therefore could understand simple differential geometry of surfaces (Gaussian curvature, etc). If so, write a little graphics app that lets you study the shapes of surfaces. You can create color-coded pictures where the colors indicate the slope of the surface, or various kinds of curvature. Functions like this are used in computer-aided design to judge the quality of surfaces prior to the start of manufacturing.



See this paper, especially Figure 21.






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    I highly recommend the book Numerical Algorithms by Justin Solomon (available online) which treats this topic thoroughly.



    For instance the Back Propagation algorithm for training artificial neural networks. Mesh parameterization (e.g. texture mapping), mesh deformation, and in general, the whole Polygon Mesh Processing field, computer vision, machine learning and more.






    share|cite|improve this answer





















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      2 Answers
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      2 Answers
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      I don't know Larson and Edwards' book, but I assume you have learned about partial derivatives, and therefore could understand simple differential geometry of surfaces (Gaussian curvature, etc). If so, write a little graphics app that lets you study the shapes of surfaces. You can create color-coded pictures where the colors indicate the slope of the surface, or various kinds of curvature. Functions like this are used in computer-aided design to judge the quality of surfaces prior to the start of manufacturing.



      See this paper, especially Figure 21.






      share|cite|improve this answer

























        up vote
        0
        down vote













        I don't know Larson and Edwards' book, but I assume you have learned about partial derivatives, and therefore could understand simple differential geometry of surfaces (Gaussian curvature, etc). If so, write a little graphics app that lets you study the shapes of surfaces. You can create color-coded pictures where the colors indicate the slope of the surface, or various kinds of curvature. Functions like this are used in computer-aided design to judge the quality of surfaces prior to the start of manufacturing.



        See this paper, especially Figure 21.






        share|cite|improve this answer























          up vote
          0
          down vote










          up vote
          0
          down vote









          I don't know Larson and Edwards' book, but I assume you have learned about partial derivatives, and therefore could understand simple differential geometry of surfaces (Gaussian curvature, etc). If so, write a little graphics app that lets you study the shapes of surfaces. You can create color-coded pictures where the colors indicate the slope of the surface, or various kinds of curvature. Functions like this are used in computer-aided design to judge the quality of surfaces prior to the start of manufacturing.



          See this paper, especially Figure 21.






          share|cite|improve this answer












          I don't know Larson and Edwards' book, but I assume you have learned about partial derivatives, and therefore could understand simple differential geometry of surfaces (Gaussian curvature, etc). If so, write a little graphics app that lets you study the shapes of surfaces. You can create color-coded pictures where the colors indicate the slope of the surface, or various kinds of curvature. Functions like this are used in computer-aided design to judge the quality of surfaces prior to the start of manufacturing.



          See this paper, especially Figure 21.







          share|cite|improve this answer












          share|cite|improve this answer



          share|cite|improve this answer










          answered Feb 21 '16 at 7:58









          bubba

          29.5k32985




          29.5k32985






















              up vote
              0
              down vote













              I highly recommend the book Numerical Algorithms by Justin Solomon (available online) which treats this topic thoroughly.



              For instance the Back Propagation algorithm for training artificial neural networks. Mesh parameterization (e.g. texture mapping), mesh deformation, and in general, the whole Polygon Mesh Processing field, computer vision, machine learning and more.






              share|cite|improve this answer

























                up vote
                0
                down vote













                I highly recommend the book Numerical Algorithms by Justin Solomon (available online) which treats this topic thoroughly.



                For instance the Back Propagation algorithm for training artificial neural networks. Mesh parameterization (e.g. texture mapping), mesh deformation, and in general, the whole Polygon Mesh Processing field, computer vision, machine learning and more.






                share|cite|improve this answer























                  up vote
                  0
                  down vote










                  up vote
                  0
                  down vote









                  I highly recommend the book Numerical Algorithms by Justin Solomon (available online) which treats this topic thoroughly.



                  For instance the Back Propagation algorithm for training artificial neural networks. Mesh parameterization (e.g. texture mapping), mesh deformation, and in general, the whole Polygon Mesh Processing field, computer vision, machine learning and more.






                  share|cite|improve this answer












                  I highly recommend the book Numerical Algorithms by Justin Solomon (available online) which treats this topic thoroughly.



                  For instance the Back Propagation algorithm for training artificial neural networks. Mesh parameterization (e.g. texture mapping), mesh deformation, and in general, the whole Polygon Mesh Processing field, computer vision, machine learning and more.







                  share|cite|improve this answer












                  share|cite|improve this answer



                  share|cite|improve this answer










                  answered Jan 8 at 23:46









                  Mauricio Cele Lopez Belon

                  56748




                  56748






























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