{"id":16989,"date":"2020-04-11T19:43:22","date_gmt":"2020-04-11T23:43:22","guid":{"rendered":"http:\/\/bangla.salearningschool.com\/recent-posts\/modeling-and-optimization-gurobi-cplex-in-addition-to-matlab\/"},"modified":"2020-04-11T19:43:22","modified_gmt":"2020-04-11T23:43:22","slug":"modeling-and-optimization-gurobi-cplex-in-addition-to-matlab","status":"publish","type":"post","link":"http:\/\/bangla.sitestree.com\/?p=16989","title":{"rendered":"Modeling and Optimization : Gurobi, Cplex in addition to Matlab"},"content":{"rendered":"<p>Modeling and Optimization : Gurobi, Cplex in addition to Matlab<\/p>\n<p>Python in general can be a better choice for Gurobi, and CPlex. Gurobi works with Matlab as well.<\/p>\n<p>You can develop Gurobi applications in Anaconda, and Jupyter.<\/p>\n<p><strong>GUROBI OPTIMIZER QUICK START GUIDE <\/strong><br \/>\n<a href=\"https:\/\/www.gurobi.com\/wp-content\/plugins\/hd_documentations\/content\/pdf\/quickstart_linux_8.1.pdf\">https:\/\/www.gurobi.com\/wp-content\/plugins\/hd_documentations\/content\/pdf\/quickstart_linux_8.1.pdf<\/a><\/p>\n<p><strong>Starting with CPLEX<\/strong><br \/>\n<a href=\"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.studio.help\/Optimization_Studio\/topics\/COS_home.html<\/a><\/p>\n<p><a href=\"https:\/\/www.ibm.com\/support\/knowledgecenter\/SSSA5P_12.7.1\/ilog.odms.cplex.help\/CPLEX\/GettingStarted\/topics\/set_up\/Python_setup.html\">https:\/\/www.ibm.com\/support\/knowledgecenter\/SSSA5P_12.7.1\/ilog.odms.cplex.help\/CPLEX\/GettingStarted\/topics\/set_up\/Python_setup.html<\/a><\/p>\n<p><strong>Gurobi: Reference manual<\/strong><br \/>\n<a href=\"https:\/\/www.gurobi.com\/documentation\/8.1\/refman\/index.html\">https:\/\/www.gurobi.com\/documentation\/8.1\/refman\/index.html<\/a><\/p>\n<p><strong>Gurobi Optimizer Example Tour<\/strong><\/p>\n<p><a href=\"https:\/\/www.gurobi.com\/documentation\/8.1\/examples\/index.html\">https:\/\/www.gurobi.com\/documentation\/8.1\/examples\/index.html<\/a><\/p>\n<p><strong>Books on Modeling and Optimization<\/strong><\/p>\n<h1>Introduction to Linear Optimization (Athena Scientific Series in Optimization and Neural Computation, 6) <\/h1>\n<p><a href=\"https:\/\/www.amazon.com\/Introduction-Linear-Optimization-Scientific-Computation\/dp\/1886529191\/\">https:\/\/www.amazon.com\/Introduction-Linear-Optimization-Scientific-Computation\/dp\/1886529191\/<\/a><\/p>\n<h1>Linear Programming: Foundations and Extensions (International Series in Operations Research &amp; Management Science)<\/h1>\n<p><a href=\"https:\/\/www.amazon.com\/Linear-Programming-Foundations-Extensions-International\/dp\/0387743871\/\">https:\/\/www.amazon.com\/Linear-Programming-Foundations-Extensions-International\/dp\/0387743871\/<\/a><\/p>\n<h1>Primal-Dual Interior-Point Methods<\/h1>\n<p><a href=\"https:\/\/www.amazon.com\/Primal-Dual-Interior-Point-Methods-Stephen-Wright\/dp\/089871382X\/\">https:\/\/www.amazon.com\/Primal-Dual-Interior-Point-Methods-Stephen-Wright\/dp\/089871382X\/<\/a><\/p>\n<h1>Integer Programming<\/h1>\n<p><a href=\"https:\/\/www.amazon.com\/Integer-Programming-Laurence-Wolsey\/dp\/0471283665\/\">https:\/\/www.amazon.com\/Integer-Programming-Laurence-Wolsey\/dp\/0471283665\/<\/a><\/p>\n<h1>Model Building in Mathematical Programming <\/h1>\n<p> <a href=\"https:\/\/www.amazon.com\/Model-Building-Mathematical-Programming-Williams\/dp\/1118443330\/\">https:\/\/www.amazon.com\/Model-Building-Mathematical-Programming-Williams\/dp\/1118443330\/<\/a><\/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>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 manual https:\/\/www.gurobi.com\/documentation\/8.1\/refman\/index.html Gurobi Optimizer Example &hellip; <\/p>\n<p><a class=\"more-link btn\" href=\"http:\/\/bangla.sitestree.com\/?p=16989\">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-16989","post","type-post","status-publish","format-standard","hentry","category---blog","item-wrap"],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"jetpack-related-posts":[{"id":75207,"url":"http:\/\/bangla.sitestree.com\/?p=75207","url_meta":{"origin":16989,"position":0},"title":"Gurobi, Matlab, Optimization : to start with","author":"Sayed","date":"October 9, 2022","format":false,"excerpt":"https:\/\/youtu.be\/DXhHdUCb7tg","rel":"","context":"In &quot;From Youtube Channel&quot;","block_context":{"text":"From Youtube Channel","link":"http:\/\/bangla.sitestree.com\/?cat=1952"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/img.youtube.com\/vi\/DXhHdUCb7tg\/0.jpg?resize=350%2C200","width":350,"height":200},"classes":[]},{"id":75187,"url":"http:\/\/bangla.sitestree.com\/?p=75187","url_meta":{"origin":16989,"position":1},"title":"Gurobi Simple Optimization Example","author":"Sayed","date":"October 2, 2022","format":false,"excerpt":"https:\/\/youtu.be\/UUuHUr7PRdU","rel":"","context":"In &quot;From Youtube Channel&quot;","block_context":{"text":"From Youtube Channel","link":"http:\/\/bangla.sitestree.com\/?cat=1952"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/img.youtube.com\/vi\/UUuHUr7PRdU\/0.jpg?resize=350%2C200","width":350,"height":200},"classes":[]},{"id":16988,"url":"http:\/\/bangla.sitestree.com\/?p=16988","url_meta":{"origin":16989,"position":2},"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":75168,"url":"http:\/\/bangla.sitestree.com\/?p=75168","url_meta":{"origin":16989,"position":3},"title":"Gurobi Optimization Cell Towers Where to Build","author":"Sayed","date":"September 25, 2022","format":false,"excerpt":"https:\/\/youtu.be\/1COM34OdcCg","rel":"","context":"In &quot;From Youtube Channel&quot;","block_context":{"text":"From Youtube Channel","link":"http:\/\/bangla.sitestree.com\/?cat=1952"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/img.youtube.com\/vi\/1COM34OdcCg\/0.jpg?resize=350%2C200","width":350,"height":200},"classes":[]},{"id":16963,"url":"http:\/\/bangla.sitestree.com\/?p=16963","url_meta":{"origin":16989,"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 &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":14866,"url":"http:\/\/bangla.sitestree.com\/?p=14866","url_meta":{"origin":16989,"position":5},"title":"Statistics: Data Science: Kaiser-Meyer-Olkin (KMO) Test","author":"Sayed","date":"July 7, 2019","format":false,"excerpt":"Kaiser-Meyer-Olkin (KMO) Test for Sampling Adequacy https:\/\/www.statisticshowto.datasciencecentral.com\/kaiser-meyer-olkin\/ KMO and Bartlett's Test https:\/\/www.ibm.com\/support\/knowledgecenter\/SSLVMB_23.0.0\/spss\/tutorials\/fac_telco_kmo_01.html What should be ideal KMO value for factor analysis? https:\/\/www.researchgate.net\/post\/What_should_be_ideal_KMO_value_for_factor_analysis","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\/16989","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=16989"}],"version-history":[{"count":0,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts\/16989\/revisions"}],"wp:attachment":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=16989"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=16989"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=16989"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}