{"id":16967,"date":"2020-03-22T20:24:44","date_gmt":"2020-03-23T00:24:44","guid":{"rendered":"https:\/\/bangla.salearningschool.com\/recent-posts\/matlab-optimization-project-examples\/"},"modified":"2020-03-22T20:24:44","modified_gmt":"2020-03-23T00:24:44","slug":"matlab-optimization-project-examples","status":"publish","type":"post","link":"http:\/\/bangla.sitestree.com\/?p=16967","title":{"rendered":"Matlab: Optimization Project Examples"},"content":{"rendered":"<p>You might want to start with Example Projects or Check examples after some theories. Just digging theories more and more might confuse you (or make things look harder) esp. if your goal is to be eventually able to write code for an optimization project. It might help you to understand stuff faster. Sure, dig theories to get clear understanding. For researchers who want to improve (invent) the background technology &#8211; clear understanding of theories are a must.<\/p>\n<p><strong>Step 1: Mathematical Modeling with Optimization, Part 1<\/strong><\/p>\n<p><a href=\"https:\/\/www.mathworks.com\/videos\/mathematical-modeling-with-optimization-part-1-101559.html\">https:\/\/www.mathworks.com\/videos\/mathematical-modeling-with-optimization-part-1-101559.html<\/a><\/p>\n<p><strong>Step 2: Equation to MATLAB. Chart to find what can be a possible solution<\/strong><\/p>\n<p><a href=\"https:\/\/www.mathworks.com\/videos\/mathematical-modeling-with-optimization-part-2-68974.html\">https:\/\/www.mathworks.com\/videos\/mathematical-modeling-with-optimization-part-2-68974.html<\/a><\/p>\n<p><strong>Mathematical Modeling with Optimization, Part 3: Problem-Based Mixed-Integer Linear Programming<\/strong><\/p>\n<p><a href=\"https:\/\/www.mathworks.com\/videos\/mathematical-modeling-with-optimization-part-3-problem-based-mixed-integer-linear-programming-1504298693853.html\">https:\/\/www.mathworks.com\/videos\/mathematical-modeling-with-optimization-part-3-problem-based-mixed-integer-linear-programming-1504298693853.html<\/a><\/p>\n<p><strong>Problem-Based Nonlinear Programming<\/strong><\/p>\n<p><a href=\"https:\/\/www.mathworks.com\/videos\/part-4-problem-based-nonlinear-programming-1549458887351.html\">https:\/\/www.mathworks.com\/videos\/part-4-problem-based-nonlinear-programming-1549458887351.html<\/a><\/p>\n<p>Unconstrained Optimization Example<\/p>\n<p><a href=\"https:\/\/www.mathworks.com\/help\/optim\/examples\/tutorial-for-the-optimization-toolbox.html\">https:\/\/www.mathworks.com\/help\/optim\/examples\/tutorial-for-the-optimization-toolbox.html<\/a><\/p>\n<p>&#8212;<\/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><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>Training Courses: <\/strong><a href=\"http:\/\/training.SitesTree.com\">http:\/\/Training.SitesTree.com<\/a> <\/em><\/p>\n<p><em><strong>Facebook Groups\/Forums to discuss (Q &amp; A): <\/strong><\/em><br \/>\n<a href=\"https:\/\/www.facebook.com\/banglasalearningschool\">https:\/\/www.facebook.com\/banglasalearningschool<\/a><br \/>\n<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","protected":false},"excerpt":{"rendered":"<p>You might want to start with Example Projects or Check examples after some theories. Just digging theories more and more might confuse you (or make things look harder) esp. if your goal is to be eventually able to write code for an optimization project. It might help you to understand stuff faster. Sure, dig theories &hellip; <\/p>\n<p><a class=\"more-link btn\" href=\"http:\/\/bangla.sitestree.com\/?p=16967\">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":[182],"tags":[],"class_list":["post-16967","post","type-post","status-publish","format-standard","hentry","category---blog","item-wrap"],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"jetpack-related-posts":[{"id":16989,"url":"http:\/\/bangla.sitestree.com\/?p=16989","url_meta":{"origin":16967,"position":0},"title":"Modeling and Optimization : Gurobi, Cplex in addition to Matlab","author":"Sayed","date":"April 11, 2020","format":false,"excerpt":"Modeling and Optimization : Gurobi, Cplex in addition to Matlab Python in general can be a better choice for Gurobi, and CPlex. Gurobi works with Matlab as well. You can develop Gurobi applications in Anaconda, and Jupyter. GUROBI OPTIMIZER QUICK START GUIDE https:\/\/www.gurobi.com\/wp-content\/plugins\/hd_documentations\/content\/pdf\/quickstart_linux_8.1.pdf Starting with CPLEX https:\/\/www.ibm.com\/support\/knowledgecenter\/SSSA5P_12.7.1\/ilog.odms.studio.help\/Optimization_Studio\/topics\/COS_home.html https:\/\/www.ibm.com\/support\/knowledgecenter\/SSSA5P_12.7.1\/ilog.odms.cplex.help\/CPLEX\/GettingStarted\/topics\/set_up\/Python_setup.html Gurobi: Reference\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":16596,"url":"http:\/\/bangla.sitestree.com\/?p=16596","url_meta":{"origin":16967,"position":1},"title":"Matlab: Tracking and Estimation","author":"Sayed","date":"January 5, 2020","format":false,"excerpt":"Tracking and Motion Estimation \u2014 Examples Track a Face in Scene Face Detection and Tracking Using Live Video Acquisition Tracking Pedestrians from a Moving Car Track pedestrians using a camera mounted in a moving car. Using Kalman Filter for Object Tracking https:\/\/www.mathworks.com\/help\/vision\/examples.html?category=tracking-and-motion-estimation&s_tid=CRUX_gn_example https:\/\/www.mathworks.com\/help\/vision\/examples.html?category=computer-vision-with-simulink&s_tid=CRUX_lftnav_example_tracking-and-motion-estimation Sayed Ahmed BSc. Eng. in Comp. Sc.\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":74725,"url":"http:\/\/bangla.sitestree.com\/?p=74725","url_meta":{"origin":16967,"position":2},"title":"Tools for Ordinary Differential Equations (ODE)","author":"Sayed","date":"May 23, 2022","format":false,"excerpt":"Tools: Ordinary Differential Equations (ODE) tool https:\/\/www.vosesoftware.com\/riskwiki\/OrdinaryDifferentialEquationstool.php Matlab and the steps to solve: https:\/\/www.mathworks.com\/matlabcentral\/answers\/99565-what-tools-and-workflows-are-available-for-solving-differential-equations-in-matlab-8-0-r2012b The World of Mathematical Equations http:\/\/eqworld.ipmnet.ru\/en\/software.htm http:\/\/eqworld.ipmnet.ru\/en\/software.htm Maple, Mathematica, Matlab Wolfram (alpha) Numerically solve Differential Equations in Excel","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":74776,"url":"http:\/\/bangla.sitestree.com\/?p=74776","url_meta":{"origin":16967,"position":3},"title":"Tools for solving Differential Equations:","author":"Sayed","date":"May 31, 2022","format":false,"excerpt":"Tools for solving Differential Equations: Ordinary Differential Equations (ODE) tool https:\/\/www.vosesoftware.com\/riskwiki\/OrdinaryDifferentialEquationstool.php Matlab and the steps to solve: https:\/\/www.mathworks.com\/matlabcentral\/answers\/99565-what-tools-and-workflows-are-available-for-solving-differential-equations-in-matlab-8-0-r2012b The World of Mathematical Equations http:\/\/eqworld.ipmnet.ru\/en\/software.htm http:\/\/eqworld.ipmnet.ru\/en\/software.htm Maple, Mathematica, Matlab Wolfram (alpha) Numerically solve Differential Equations in Excel","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":17357,"url":"http:\/\/bangla.sitestree.com\/?p=17357","url_meta":{"origin":16967,"position":4},"title":"Mathematical\/Engineering Optimization and Deep Learning","author":"Sayed","date":"August 24, 2020","format":false,"excerpt":"Wanna learn deep learning? Watch the following Crash Course https:\/\/www.youtube.com\/playlist?list=PLWKotBjTDoLj3rXBL-nEIPRN9V3a9Cx07 \ufeff","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":"https:\/\/i0.wp.com\/img.youtube.com\/vi\/PLWKotBjTDoLj3rXBL-nEIPRN9V3a9Cx07\/0.jpg?resize=350%2C200","width":350,"height":200},"classes":[]},{"id":16677,"url":"http:\/\/bangla.sitestree.com\/?p=16677","url_meta":{"origin":16967,"position":5},"title":"Part X: Engineering Optimization: Mathematical Optimization","author":"Sayed","date":"January 23, 2020","format":false,"excerpt":"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\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":[]}],"_links":{"self":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts\/16967","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=16967"}],"version-history":[{"count":0,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts\/16967\/revisions"}],"wp:attachment":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=16967"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=16967"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=16967"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}