{"id":16827,"date":"2020-02-09T14:58:26","date_gmt":"2020-02-09T19:58:26","guid":{"rendered":"http:\/\/bangla.salearningschool.com\/recent-posts\/misc-optimization-resources\/"},"modified":"2020-02-11T20:53:58","modified_gmt":"2020-02-12T01:53:58","slug":"misc-optimization-resources","status":"publish","type":"post","link":"http:\/\/bangla.sitestree.com\/?p=16827","title":{"rendered":"Misc. Optimization Resources"},"content":{"rendered":"<h1>L0 Norm, L1 Norm, L2 Norm &amp; L-Infinity Norm<\/h1>\n<p><a href=\"https:\/\/medium.com\/@montjoile\/l0-norm-l1-norm-l2-norm-l-infinity-norm-7a7d18a4f40c\">https:\/\/medium.com\/@montjoile\/l0-norm-l1-norm-l2-norm-l-infinity-norm-7a7d18a4f40c<\/a><\/p>\n<p>***<\/p>\n<p><strong>Iterative Solutions of Linear Systems<\/strong><\/p>\n<p><a href=\"https:\/\/www.math.uh.edu\/~jingqiu\/math4364\/iterative_linear_system.pdf\">https:\/\/www.math.uh.edu\/~jingqiu\/math4364\/iterative_linear_system.pdf<\/a><\/p>\n<p>***<\/p>\n<p><strong>How statistical Norms improve modeling<\/strong><br \/>\n<a href=\"https:\/\/towardsdatascience.com\/norms-penalties-and-multitask-learning-2f1db5f97c1f\">https:\/\/towardsdatascience.com\/norms-penalties-and-multitask-learning-2f1db5f97c1f<\/a><\/p>\n<p>Project Example: Optimization:<br \/>\n<a href=\"http:\/\/www.cs.cmu.edu\/~aarti\/Class\/10725_Fall17\/past_projects.html\">http:\/\/www.cs.cmu.edu\/~aarti\/Class\/10725_Fall17\/past_projects.html<\/a><\/p>\n<p><a href=\"https:\/\/web.stanford.edu\/class\/ee392o\/#projects\">https:\/\/web.stanford.edu\/class\/ee392o\/#projects<\/a><\/p>\n<p><a href=\"https:\/\/ece.uwaterloo.ca\/~ece602\/Projects\/2017\/Project21\/main.html\">https:\/\/ece.uwaterloo.ca\/~ece602\/Projects\/2017\/Project21\/main.html<\/a><\/p>\n<p>Area and Project Example:<br \/>\n<a href=\"http:\/\/www.ece.tufts.edu\/ee\/194CO\/project_14.pdf\">http:\/\/www.ece.tufts.edu\/ee\/194CO\/project_14.pdf<\/a><\/p>\n<p>Sensor and Optimization: Could be a good read.<br \/>\n<a href=\"http:\/\/homepages.rpi.edu\/~mitchj\/phdtheses\/daryn\/ramsdd.pdf\">http:\/\/homepages.rpi.edu\/~mitchj\/phdtheses\/daryn\/ramsdd.pdf<\/a><\/p>\n<p>***. ***. ***<\/p>\n<p><em><strong>Note: Older short-notes from this site are posted on Medium: <\/strong><\/em><a href=\"https:\/\/medium.com\/@SayedAhmedCanada\">https:\/\/medium.com\/@SayedAhmedCanada<\/a><\/p>\n<p>*** . *** *** . *** . *** . ***<br \/>\n<em><\/em><br \/>\n<em><strong>Sayed Ahmed<\/strong><br \/>\n<\/em><br \/>\n<em><strong>BSc. Eng. in Comp. Sc. &amp; Eng. (BUET)<\/strong><\/em><br \/>\n<em><strong>MSc. in Comp. Sc. (U of Manitoba, Canada)<\/strong><\/em><br \/>\n<em><strong>MSc. in Data Science and Analytics (Ryerson University, Canada)<\/strong><\/em><br \/>\n<em><strong>Linkedin<\/strong>: <a href=\"https:\/\/ca.linkedin.com\/in\/sayedjustetc\">https:\/\/ca.linkedin.com\/in\/sayedjustetc<\/a><br \/>\n<\/em><\/p>\n<p><em><strong>Blog<\/strong>: <a href=\"http:\/\/bangla.salearningschool.com\/\">http:\/\/Bangla.SaLearningSchool.com<\/a>, <a href=\"http:\/\/sitestree.com\">http:\/\/SitesTree.com<\/a><\/em><br \/>\n<em><strong>Online and Offline Training<\/strong>: <a href=\"http:\/\/training.SitesTree.com\">http:\/\/Training.SitesTree.com<\/a> (Also, can be free and low cost sometimes)<\/em><\/p>\n<p><em>Facebook Group\/Form to discuss (Q &amp; A): <\/em><a href=\"https:\/\/www.facebook.com\/banglasalearningschool\">https:\/\/www.facebook.com\/banglasalearningschool<\/a><\/p>\n<p>Our free or paid training events: <a href=\"https:\/\/www.facebook.com\/justetcsocial\">https:\/\/www.facebook.com\/justetcsocial<\/a><\/p>\n<p><em>Get access to courses on Big Data, Data Science, AI, Cloud, Linux, System Admin, Web Development and Misc. related. Also, create your own course to sell to others. <\/em><a href=\"http:\/\/sitestree.com\/training\/\">http:\/\/sitestree.com\/training\/<\/a><\/p>\n<p><em><strong>I<\/strong>f you want to contribute to occasional free and\/or low cost online\/offline training or charitable\/non-profit work in the education\/health\/social service sector, you can financially contribute to: safoundation at <a href=\"http:\/\/salearningschool.com\">salearningschool.com<\/a> using Paypal or Credit Card (on <\/em><a href=\"http:\/\/sitestree.com\/training\/enrol\/index.php?id=114\">http:\/\/sitestree.com\/training\/enrol\/index.php?id=114<\/a> <em>).<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>L0 Norm, L1 Norm, L2 Norm &amp; L-Infinity Norm https:\/\/medium.com\/@montjoile\/l0-norm-l1-norm-l2-norm-l-infinity-norm-7a7d18a4f40c *** Iterative Solutions of Linear Systems https:\/\/www.math.uh.edu\/~jingqiu\/math4364\/iterative_linear_system.pdf *** How statistical Norms improve modeling https:\/\/towardsdatascience.com\/norms-penalties-and-multitask-learning-2f1db5f97c1f Project Example: Optimization: http:\/\/www.cs.cmu.edu\/~aarti\/Class\/10725_Fall17\/past_projects.html https:\/\/web.stanford.edu\/class\/ee392o\/#projects https:\/\/ece.uwaterloo.ca\/~ece602\/Projects\/2017\/Project21\/main.html Area and Project Example: http:\/\/www.ece.tufts.edu\/ee\/194CO\/project_14.pdf Sensor and Optimization: Could be a good read. http:\/\/homepages.rpi.edu\/~mitchj\/phdtheses\/daryn\/ramsdd.pdf ***. ***. *** Note: Older short-notes from this site are posted &hellip; <\/p>\n<p><a class=\"more-link btn\" href=\"http:\/\/bangla.sitestree.com\/?p=16827\">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":[1910,182],"tags":[],"class_list":["post-16827","post","type-post","status-publish","format-standard","hentry","category-ai-ml-ds-rl-dl-nn-nlp-data-mining-optimization","category---blog","item-wrap"],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"jetpack-related-posts":[{"id":16689,"url":"http:\/\/bangla.sitestree.com\/?p=16689","url_meta":{"origin":16827,"position":0},"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 &quot;AI ML DS RL DL NN NLP Data Mining Optimization&quot;","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":16836,"url":"http:\/\/bangla.sitestree.com\/?p=16836","url_meta":{"origin":16827,"position":1},"title":"Euclidean Norm of a Matrix","author":"Sayed","date":"February 10, 2020","format":false,"excerpt":"Euclidean Norm of a Matrix Ref: http:\/\/mathworld.wolfram.com\/FrobeniusNorm.html ***. ***. *** 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 Manitoba, Canada) MSc.\u2026","rel":"","context":"In &quot;AI ML DS RL DL NN NLP Data Mining Optimization&quot;","block_context":{"text":"AI ML DS RL DL NN NLP Data Mining Optimization","link":"http:\/\/bangla.sitestree.com\/?cat=1910"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/bangla.salearningschool.com\/wp-content\/uploads\/2020\/02\/image-11.png?resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/bangla.salearningschool.com\/wp-content\/uploads\/2020\/02\/image-11.png?resize=350%2C200 1x, https:\/\/i0.wp.com\/bangla.salearningschool.com\/wp-content\/uploads\/2020\/02\/image-11.png?resize=525%2C300 1.5x, https:\/\/i0.wp.com\/bangla.salearningschool.com\/wp-content\/uploads\/2020\/02\/image-11.png?resize=700%2C400 2x"},"classes":[]},{"id":71318,"url":"http:\/\/bangla.sitestree.com\/?p=71318","url_meta":{"origin":16827,"position":2},"title":"What is a vector norm?","author":"Sayed","date":"October 3, 2021","format":false,"excerpt":"If you can, answer the question below: Write your answer in the comment box. What is a vector norm?","rel":"","context":"In &quot;Matrix and Signal Processing&quot;","block_context":{"text":"Matrix and Signal Processing","link":"http:\/\/bangla.sitestree.com\/?cat=1944"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":16988,"url":"http:\/\/bangla.sitestree.com\/?p=16988","url_meta":{"origin":16827,"position":3},"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 &quot;\u09ac\u09cd\u09b2\u0997 \u0964 Blog&quot;","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":10094,"url":"http:\/\/bangla.sitestree.com\/?p=10094","url_meta":{"origin":16827,"position":4},"title":"Use sorting criterion in sort function","author":"","date":"July 30, 2015","format":false,"excerpt":"\/* The following code example is taken from the book \u00a0* \"The C++ Standard Library - A Tutorial and Reference\" \u00a0* by Nicolai M. Josuttis, Addison-Wesley, 1999 \u00a0* \u00a0* (C) Copyright Nicolai M. Josuttis 1999. \u00a0* Permission to copy, use, modify, sell and distribute this software \u00a0* is granted provided\u2026","rel":"","context":"In &quot;C++&quot;","block_context":{"text":"C++","link":"http:\/\/bangla.sitestree.com\/?cat=1420"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":62217,"url":"http:\/\/bangla.sitestree.com\/?p=62217","url_meta":{"origin":16827,"position":5},"title":"Use sorting criterion in sort function #Programming Code Examples #C++ #Std Algorithms","author":"Author-Check- Article-or-Video","date":"May 15, 2021","format":false,"excerpt":"\/* The following code example is taken from the book * \"The C++ Standard Library - A Tutorial and Reference\" * by Nicolai M. Josuttis, Addison-Wesley, 1999 * * (C) Copyright Nicolai M. Josuttis 1999. * Permission to copy, use, modify, sell and distribute this software * is granted provided\u2026","rel":"","context":"In &quot;FromSitesTree.com&quot;","block_context":{"text":"FromSitesTree.com","link":"http:\/\/bangla.sitestree.com\/?cat=1917"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]}],"_links":{"self":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts\/16827","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=16827"}],"version-history":[{"count":1,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts\/16827\/revisions"}],"predecessor-version":[{"id":16871,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts\/16827\/revisions\/16871"}],"wp:attachment":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=16827"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=16827"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=16827"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}