{"id":1856,"date":"2020-01-10T11:46:44","date_gmt":"2020-01-10T16:46:44","guid":{"rendered":"https:\/\/ise.ncsu.edu\/fuzzy-neural\/?page_id=1856"},"modified":"2025-02-06T12:16:37","modified_gmt":"2025-02-06T17:16:37","slug":"or-ma-st706-nonlinear-programming","status":"publish","type":"page","link":"https:\/\/ise.ncsu.edu\/fuzzy-neural\/courses\/or-ma-st706-nonlinear-programming\/","title":{"rendered":"OR\/MA\/ST706 Nonlinear Programming"},"content":{"rendered":"\n

OR\/MA\/ST 706: Nonlinear Programming<\/h2>\n\n\n\n
\u00a0<\/div>\n\n\n\n Syllabus<\/span>\n \n \n \n \n <\/path><\/svg><\/span>\n<\/a>\n\n\n\n References<\/span>\n \n \n \n \n <\/path><\/svg><\/span>\n<\/a>\n\n\n\n
\n
\u00a0<\/div><\/div>\n<\/div><\/div>\n\n\n\n

Lecture Notes<\/h3>\n\n\n\n

Lecture 0 |\u00a0 Lecture 1 |\u00a0 Lecture 2<\/p>\n\n\n\n

Lecture 3\u00a0|\u00a0\u00a0Lecture 4 |\u00a0 Lecture 5<\/p>\n\n\n\n

Lecture 6 |\u00a0 Lecture 7 |\u00a0 Lecture 8<\/p>\n\n\n\n

Lecture 9<\/p>\n\n\n\n

\u00a0<\/div>\n\n\n\n

Supplemental Materials<\/h3>\n\n\n\n
    \n
  • Conjugate Transformation<\/li>\n\n\n\n
  • Legendre Fenchel Transformation<\/li>\n\n\n\n
  • Subgradients \u2013 L.Vandenberghe<\/li>\n\n\n\n
  • Relationships of duality<\/li>\n\n\n\n
  • or706_GP<\/li>\n\n\n\n
  • or706_KLP<\/li>\n\n\n\n
  • or706_LP<\/li>\n\n\n\n
  • or706_Log-exp<\/li>\n\n\n\n
  • Soft Quadratic Surface Support Vector Machine<\/li>\n\n\n\n
  • Double Well Potential Support Vector Machine<\/li>\n\n\n\n
  • SOC Applications of SOCP<\/li>\n\n\n\n
  • SOC programming<\/li>\n\n\n\n
  • Semidefinite Programming<\/li>\n\n\n\n
  • Applications of Semidefinite Programming<\/li>\n\n\n\n
  • SDP Applications<\/li>\n\n\n\n
  • The MATLAB Notebook<\/li>\n\n\n\n
  •  Linear Conic Programming: LCoP_I ; LCop_VII ; LCop_V<\/li>\n\n\n\n
  • On Constraint Qualifications<\/li>\n\n\n\n
  • Matlab Demo Code<\/li>\n\n\n\n
  • Cubic L1 Splines<\/li>\n\n\n\n
  • Active Set Attachment<\/li>\n<\/ul>\n\n\n\n
    \u00a0<\/div>\n\n\n\n

    Homework Assignments<\/h3>\n\n\n\n

    Assignment #1 (Due 03:00 P.M. 09\/05\/2024)\u00a0<\/p>\n\n\n\n

    Assignment #2 (Due 03:00 P.M. 09\/24\/2024)<\/p>\n\n\n\n

    Assignment #3 (Due 03:00 P.M. 10\/01\/2024)\u00a0<\/p>\n\n\n\n

    Assignment #4 (Due 03:00 P.M. 10\/31\/2024)<\/p>\n\n\n\n

    Assignment #5 (Due 03:00 P.M. 11\/07\/2024)<\/p>\n\n\n\n

    Assignment #6\u00a0(Due 12:00 P.M. 11\/27\/2024)\u00a0<\/p>\n\n\n\n

    \u00a0<\/div>\n\n\n\n

    Hand-on Exercises<\/h3>\n\n\n\n
      \n
    • Exercise I:\u00a0\n
        \n
      • Exercise description<\/li>\n
      • Dataset<\/li>\n
      • Due: 03:00 P.M. 10\/31\/2024<\/li>\n<\/ul>\n<\/li>\n
      • Exercise II:\u00a0\n
          \n
        • Exercise description<\/li>\n
        • Dataset<\/li>\n
        • Due: 12:00 P.M. 12\/03\/2024<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n

           <\/p>\n\n\n\n

          Exams<\/h3>\n\n\n\n
            \n
          • Exam I:\u00a0\n
              \n
            • Date: Oct 08th, 2024<\/li>\n
            • Room: 4141 Fitts-Woolard Hall<\/li>\n
            • Time: 01:30 pm – 02:45 pm<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n

              \"\"<\/p>\n

                \n
              • Exam II:\u00a0\n
                  \n
                • Date: Nov 26th, 2024<\/li>\n
                • Room: 4141 Fitts-Woolard Hall<\/li>\n
                • Time: 01:30 pm – 03:45 pm<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n

                  \"\"<\/p>\n

                  \u00a0<\/p>\n\n\n\n

                  <\/div><\/div>\n\n\n\n

                  Course Grades<\/h3>\n\n\n\n\n\n
                  \u00a0<\/div>\n\n\n","protected":false},"excerpt":{"rendered":"

                  OR\/MA\/ST 706: Nonlinear Programming \u00a0 Lecture Notes Lecture 0 |\u00a0 Lecture 1 |\u00a0 Lecture 2 Lecture 3\u00a0|\u00a0\u00a0Lecture 4 |\u00a0 Lecture 5 Lecture 6 |\u00a0 Lecture…<\/p>\n","protected":false},"author":380,"featured_media":0,"parent":2016,"menu_order":5,"comment_status":"closed","ping_status":"closed","template":"page-landing.php","meta":{"_acf_changed":false,"ngg_post_thumbnail":0,"footnotes":""},"class_list":["post-1856","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"\nOR\/MA\/ST706 Nonlinear Programming - The Fuzzy-Neural Group<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/ise.ncsu.edu\/fuzzy-neural\/courses\/or-ma-st706-nonlinear-programming\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"OR\/MA\/ST706 Nonlinear Programming - 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