{"id":16677,"date":"2020-01-23T12:56:11","date_gmt":"2020-01-23T17:56:11","guid":{"rendered":"http:\/\/bangla.salearningschool.com\/recent-posts\/part-x-engineering-optimization-mathematical-optimization\/"},"modified":"2020-02-08T09:41:45","modified_gmt":"2020-02-08T14:41:45","slug":"part-x-engineering-optimization-mathematical-optimization","status":"publish","type":"post","link":"http:\/\/bangla.sitestree.com\/?p=16677","title":{"rendered":"Part X: Engineering Optimization: Mathematical Optimization"},"content":{"rendered":"

Good intro to: Quadratic Forms and Convexity
\nhttps:\/\/www.dr-eriksen.no\/teaching\/GRA6035\/2010\/lecture4.pdf<\/a><\/p>\n

Concave Upward and Downward<\/h1>\n

https:\/\/www.mathsisfun.com\/calculus\/concave-up-down-convex.html<\/a><\/p>\n

Convex functions and K-Convexityhttps:\/\/ljk.imag.fr\/membres\/Anatoli.Iouditski\/cours\/convex\/chapitre_3.pdf<\/a><\/p>\n

<\/em>
\n<\/em>
\n*** . *** . *** . ***<\/strong><\/em>
\nNote: Older short-notes from this site are posted on Medium: <\/strong><\/em>https:\/\/medium.com\/@SayedAhmedCanada<\/a><\/p>\n

*** . *** *** . *** . *** . ***
\n<\/em>
\nSayed Ahmed<\/strong>
\n<\/em>
\nBSc. Eng. in Comp. Sc. & Eng. (BUET)<\/strong><\/em>
\nMSc. in Comp. Sc. (U of Manitoba, Canada)<\/strong><\/em>
\nMSc. in Data Science and Analytics (Ryerson University, Canada)<\/strong><\/em>
\nLinkedin<\/strong>: https:\/\/ca.linkedin.com\/in\/sayedjustetc<\/a>
\n<\/em><\/p>\n

Blog<\/strong>: http:\/\/Bangla.SaLearningSchool.com<\/a>, http:\/\/SitesTree.com<\/a><\/em>
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Good intro to: Quadratic Forms and Convexity https:\/\/www.dr-eriksen.no\/teaching\/GRA6035\/2010\/lecture4.pdf Concave Upward and Downward https:\/\/www.mathsisfun.com\/calculus\/concave-up-down-convex.html Convex functions and K-Convexityhttps:\/\/ljk.imag.fr\/membres\/Anatoli.Iouditski\/cours\/convex\/chapitre_3.pdf *** . *** . *** . *** Note: Older short-notes from this site are posted on Medium: https:\/\/medium.com\/@SayedAhmedCanada *** . *** *** . *** . *** . *** Sayed Ahmed BSc. Eng. in Comp. Sc. & Eng. (BUET) … <\/p>\n

Continue reading<\/a><\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[1910,1908,182],"tags":[],"class_list":["post-16677","post","type-post","status-publish","format-standard","hentry","category-ai-ml-ds-rl-dl-nn-nlp-data-mining-optimization","category-math-and-statistics-for-data-science-and-engineering","category---blog","item-wrap"],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"jetpack-related-posts":[{"id":16660,"url":"http:\/\/bangla.sitestree.com\/?p=16660","url_meta":{"origin":16677,"position":0},"title":"Optimization and Linear Algebra\/Math from the Internet","author":"Sayed","date":"January 18, 2020","format":false,"excerpt":"Optimization and Linear Algebra\/Math from the Internet First order taylor approximation formula? https:\/\/www.thestudentroom.co.uk\/showthread.php?t=1247928 Hessian Matrix https:\/\/en.wikipedia.org\/wiki\/Hessian_matrix \"In mathematics, the Hessian matrix or Hessian is a square matrix of second-order partial derivatives of a scalar-valued function, or scalar field. It describes the local curvature of a function of many variables.\" Use\u2026","rel":"","context":"In "AI ML DS RL DL NN NLP Data Mining Optimization"","block_context":{"text":"AI ML DS RL DL NN NLP Data Mining Optimization","link":"http:\/\/bangla.sitestree.com\/?cat=1910"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":16974,"url":"http:\/\/bangla.sitestree.com\/?p=16974","url_meta":{"origin":16677,"position":1},"title":"Learn: How to formulate an Optimization Problem","author":"Sayed","date":"March 29, 2020","format":false,"excerpt":"Formulating an Optimization Problem http:\/\/macc.mcmaster.ca\/maccfiles\/chachuatnotes\/01-Formulation_handout.pdf Search Results Web results Math 407A: Linear Optimization - University of Washington : how to formulate https:\/\/sites.math.washington.edu\/~burke\/crs\/407\/lectures\/L3-LP_Modeling.pdf Optimization with Examples https:\/\/sites.math.washington.edu\/~burke\/crs\/407\/notes\/section1.pdf https:\/\/sites.math.washington.edu\/~burke\/crs\/407\/notes\/section1.pdf https:\/\/sites.math.washington.edu\/~burke\/crs\/407\/notes\/section2.pdf https:\/\/sites.math.washington.edu\/~burke\/crs\/407\/models\/ Note: Older short-notes from this site are posted on Medium: https:\/\/medium.com\/@SayedAhmedCanada *** . *** *** . *** . *** . ***\u2026","rel":"","context":"In "\u09ac\u09cd\u09b2\u0997 \u0964 Blog"","block_context":{"text":"\u09ac\u09cd\u09b2\u0997 \u0964 Blog","link":"http:\/\/bangla.sitestree.com\/?cat=182"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":16635,"url":"http:\/\/bangla.sitestree.com\/?p=16635","url_meta":{"origin":16677,"position":2},"title":"Design optimization","author":"Sayed","date":"January 14, 2020","format":false,"excerpt":"Design optimization https:\/\/medium.com\/generative-design\/design-optimization-2ec2ba3b40f7 Learning from nature https:\/\/medium.com\/generative-design\/learning-from-nature-fe5b7290e3de *** . **** . *** Sayed Ahmed BSc. Eng. in Comp. Sc. & Eng. (BUET) MSc. in Comp. Sc. (U of Manitoba, Canada) MSc. in Data Science and Analytics (Ryerson University, Canada) Linkedin: https:\/\/ca.linkedin.com\/in\/sayedjustetc Blog: http:\/\/Bangla.SaLearningSchool.com, http:\/\/SitesTree.com Online and Offline Training: http:\/\/Training.SitesTree.com FB\u2026","rel":"","context":"In "AI ML DS RL DL NN NLP Data Mining Optimization"","block_context":{"text":"AI ML DS RL DL NN NLP Data Mining Optimization","link":"http:\/\/bangla.sitestree.com\/?cat=1910"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":16689,"url":"http:\/\/bangla.sitestree.com\/?p=16689","url_meta":{"origin":16677,"position":3},"title":"Misc. Math for Data Science, Engineering, and\/or Optimization","author":"Sayed","date":"January 28, 2020","format":false,"excerpt":"What is the Inverse of a Matrix? https:\/\/www.mathsisfun.com\/algebra\/matrix-inverse.html What is Norm? \"In linear algebra, functional analysis, and related areas of mathematics, a norm is a function that satisfies certain properties pertaining to scalability and additivity, and assigns a strictly positive real number to each vector in a vector space over\u2026","rel":"","context":"In "AI ML DS RL DL NN NLP Data Mining Optimization"","block_context":{"text":"AI ML DS RL DL NN NLP Data Mining Optimization","link":"http:\/\/bangla.sitestree.com\/?cat=1910"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":16963,"url":"http:\/\/bangla.sitestree.com\/?p=16963","url_meta":{"origin":16677,"position":4},"title":"GUROBI Optimization: Project Examples","author":"Sayed","date":"March 20, 2020","format":false,"excerpt":"GUROBI Optimization: Functional Code Examples: https:\/\/www.gurobi.com\/resource\/functional-code-examples\/ Gurobi Interactive Examples: http:\/\/examples.gurobi.com\/ *** ***. *** Note: Older short-notes from this site are posted on Medium: https:\/\/medium.com\/@SayedAhmedCanada *** . *** *** . *** . *** . *** Sayed Ahmed BSc. Eng. in Comp. Sc. & Eng. (BUET) MSc. in Comp. Sc. (U of\u2026","rel":"","context":"In "\u09ac\u09cd\u09b2\u0997 \u0964 Blog"","block_context":{"text":"\u09ac\u09cd\u09b2\u0997 \u0964 Blog","link":"http:\/\/bangla.sitestree.com\/?cat=182"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":16988,"url":"http:\/\/bangla.sitestree.com\/?p=16988","url_meta":{"origin":16677,"position":5},"title":"Gurobi: Optimization: Learn from Examples","author":"Sayed","date":"April 10, 2020","format":false,"excerpt":"Gurobi: Optimization: Learn from Examples View the modeling examples: Cell Tower Coverage Customer Assignment Facility Location HP Williams Modeling Examples L0-Regression Offshore Wind Farming Standard Pooling Traveling Salesman ***. ***. *** Note: Older short-notes from this site are posted on Medium: https:\/\/medium.com\/@SayedAhmedCanada *** . *** *** . *** . ***\u2026","rel":"","context":"In "\u09ac\u09cd\u09b2\u0997 \u0964 Blog"","block_context":{"text":"\u09ac\u09cd\u09b2\u0997 \u0964 Blog","link":"http:\/\/bangla.sitestree.com\/?cat=182"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]}],"_links":{"self":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts\/16677","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=16677"}],"version-history":[{"count":1,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts\/16677\/revisions"}],"predecessor-version":[{"id":16708,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts\/16677\/revisions\/16708"}],"wp:attachment":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=16677"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=16677"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=16677"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}