{"id":16975,"date":"2020-03-29T17:00:05","date_gmt":"2020-03-29T21:00:05","guid":{"rendered":"https:\/\/bangla.salearningschool.com\/recent-posts\/genetic-algorithm-particle-swarm\/"},"modified":"2020-03-29T17:00:05","modified_gmt":"2020-03-29T21:00:05","slug":"genetic-algorithm-particle-swarm","status":"publish","type":"post","link":"http:\/\/bangla.sitestree.com\/?p=16975","title":{"rendered":"Genetic Algorithm, Particle Swarm"},"content":{"rendered":"<p>From the Internet<\/p>\n<p>Genetic: Python<br \/>\n<a href=\"https:\/\/www.youtube.com\/watch?v=zumC_C0C25c\">https:\/\/www.youtube.com\/watch?v=zumC_C0C25c<\/a><\/p>\n<p>Particle Swarm<br \/>\n<a href=\"https:\/\/www.youtube.com\/watch?v=xPkRL_Gt6PI\">https:\/\/www.youtube.com\/watch?v=xPkRL_Gt6PI<\/a><\/p>\n<p>Compare:<br \/>\n<a href=\"https:\/\/www.frontiersin.org\/articles\/10.3389\/fbuil.2019.00113\/full\">https:\/\/www.frontiersin.org\/articles\/10.3389\/fbuil.2019.00113\/full<\/a><\/p>\n<p>***<br \/>\nother genetic algorithm tutorials:<br \/>\nGenetic Algorithms w\/ Java &#8211; Tutorial 01 @ <a href=\"https:\/\/youtu.be\/UcVJsV-tqlo\">https:\/\/youtu.be\/UcVJsV-tqlo<\/a><br \/>\nGenetic Algorithms w\/ Scala &#8211; Tutorial 01 @ <a href=\"https:\/\/youtu.be\/6ngju74tHbI\">https:\/\/youtu.be\/6ngju74tHbI<\/a><br \/>\nGenetic Algorithms w\/ JAVA + JavaFX &#8211; Tutorial 02 @ <a href=\"https:\/\/youtu.be\/0VijcOA5ZAY\">https:\/\/youtu.be\/0VijcOA5ZAY<\/a><br \/>\nTSP By Genetic Algorithms w\/ JAVA @ <a href=\"https:\/\/youtu.be\/Z3668A0zLCM\">https:\/\/youtu.be\/Z3668A0zLCM<\/a><br \/>\nGenetic Algorithms Tutorial 04 &#8211; Class Scheduling JAVA Application @ <a href=\"https:\/\/youtu.be\/cn1JyZvV5YA\">https:\/\/youtu.be\/cn1JyZvV5YA<\/a><br \/>\nGenetic Algorithms Tutorial 05 &#8211; Robotics JAVA Application @ <a href=\"https:\/\/youtu.be\/mhtTOp8rWOU\">https:\/\/youtu.be\/mhtTOp8rWOU<\/a><br \/>\nGenetic Algorithms Tutorial 06 &#8211; data mining + JAVA 8 + logical operators @ <a href=\"https:\/\/youtu.be\/Ha9xddd7xTY\">https:\/\/youtu.be\/Ha9xddd7xTY<\/a><br \/>\nGenetic Algorithms Tutorial 07 &#8211; data mining + arithmetic operators + JAVA @ <a href=\"https:\/\/youtu.be\/azdlGExeXKc\">https:\/\/youtu.be\/azdlGExeXKc<\/a><br \/>\nClass Scheduling w\/ Genetic Algorithm + SQLite DB + JAVA @ <a href=\"https:\/\/youtu.be\/PQPs-vJuHC0\">https:\/\/youtu.be\/PQPs-vJuHC0<\/a><br \/>\nGenetic Algorithms w\/ Python &#8211; Tutorial 01 @ <a href=\"https:\/\/youtu.be\/zumC_C0C25c\">https:\/\/youtu.be\/zumC_C0C25c<\/a><br \/>\nGenetic Algorithms Class Scheduling w\/ Python Tutorial @ <a href=\"https:\/\/youtu.be\/8NrNX_jCkjw\">https:\/\/youtu.be\/8NrNX_jCkjw<\/a><br \/>\nGenetic Algorithm + SQLite DB + Python + Class Scheduling @ <a href=\"https:\/\/youtu.be\/6SDQdx5VLO8\">https:\/\/youtu.be\/6SDQdx5VLO8<\/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>From the Internet Genetic: Python https:\/\/www.youtube.com\/watch?v=zumC_C0C25c Particle Swarm https:\/\/www.youtube.com\/watch?v=xPkRL_Gt6PI Compare: https:\/\/www.frontiersin.org\/articles\/10.3389\/fbuil.2019.00113\/full *** other genetic algorithm tutorials: Genetic Algorithms w\/ Java &#8211; Tutorial 01 @ https:\/\/youtu.be\/UcVJsV-tqlo Genetic Algorithms w\/ Scala &#8211; Tutorial 01 @ https:\/\/youtu.be\/6ngju74tHbI Genetic Algorithms w\/ JAVA + JavaFX &#8211; Tutorial 02 @ https:\/\/youtu.be\/0VijcOA5ZAY TSP By Genetic Algorithms w\/ JAVA @ https:\/\/youtu.be\/Z3668A0zLCM Genetic Algorithms &hellip; <\/p>\n<p><a class=\"more-link btn\" href=\"http:\/\/bangla.sitestree.com\/?p=16975\">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-16975","post","type-post","status-publish","format-standard","hentry","category---blog","item-wrap"],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"jetpack-related-posts":[{"id":78217,"url":"http:\/\/bangla.sitestree.com\/?p=78217","url_meta":{"origin":16975,"position":0},"title":"Model Selection","author":"Sayed","date":"May 21, 2025","format":false,"excerpt":"\u2022 Optimizations\/Machine Learning\/Data Mining\/Deep Learning\/Reinforcement Learning\/Graph Mining\/NLP\/Genetic Algorithms \u2022 Regression \u2022 Linear \u2022 Non-Linear \u2022 Classifications \u2022 Logistics Regression \u2022 Sigmoid : Binary \u2022 Softmax: Multi-Class \u2022 Bayes Classifier \u2022 SVM \u2022 Bayesian: Regression\/Classification \u2022 Clustering \u2022 K-NN \u2022 KNN+ \u2022 Kmeans, Hierarchical, Density \u2022Machine Learning\/Data Mining\/Deep Learning\/Reinforcement Learning\/Graph Mining\/NLP\u2026","rel":"","context":"In &quot;Analytics and Machine Learning Project Development&quot;","block_context":{"text":"Analytics and Machine Learning Project Development","link":"http:\/\/bangla.sitestree.com\/?cat=1974"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":78210,"url":"http:\/\/bangla.sitestree.com\/?p=78210","url_meta":{"origin":16975,"position":1},"title":"Model Selection for your Project","author":"Sayed","date":"May 21, 2025","format":false,"excerpt":"Potential Models \u2022 Statistical Models \u2022 Parametric and Non-Parametric \u2022 Mathematical Model (Optimization) \u2022 Machine Learning \u2022 Data Mining \u2022 Deep Learning \u2022 Reinforcement Learning \u2022 Graph Mining \u2022 NLP \u2022 Optimization \u2022 Genetic Algorithm \u2022Association \u2022Basket Association \u2022Apriori Algorithm \u2022Supervised \u2022Classification \u2022Regression \u2022Unsupervised \u2022Clustering\/Customer Segmentation \u2022Reinforcement \u2022Learn a policy\u2026","rel":"","context":"In &quot;Analytics and Machine Learning Project Development&quot;","block_context":{"text":"Analytics and Machine Learning Project Development","link":"http:\/\/bangla.sitestree.com\/?cat=1974"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/bangla.sitestree.com\/wp-content\/uploads\/2025\/05\/image-22.png?resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/bangla.sitestree.com\/wp-content\/uploads\/2025\/05\/image-22.png?resize=350%2C200 1x, https:\/\/i0.wp.com\/bangla.sitestree.com\/wp-content\/uploads\/2025\/05\/image-22.png?resize=525%2C300 1.5x, https:\/\/i0.wp.com\/bangla.sitestree.com\/wp-content\/uploads\/2025\/05\/image-22.png?resize=700%2C400 2x"},"classes":[]},{"id":23012,"url":"http:\/\/bangla.sitestree.com\/?p=23012","url_meta":{"origin":16975,"position":2},"title":"SQL Server and Data Mining Algorithms #Root #By Sayed Ahmed","author":"Author-Check- Article-or-Video","date":"March 23, 2021","format":false,"excerpt":"SQL Server and Data Mining Algorithms Microsoft Association Algorithm Microsoft Clustering Algorithm Microsoft Decision Trees Algorithm Microsoft Linear Regression Algorithm Microsoft Logistic Regression Algorithm Microsoft Naive Bayes Algorithm Microsoft Neural Network Algorithm Microsoft Sequence Clustering Algorithm Microsoft Time Series Algorithm From: http:\/\/sitestree.com\/?p=1901 Categories:Root, By Sayed AhmedTags: Post Data:2015-02-04 22:27:13 Shop\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":[]},{"id":22885,"url":"http:\/\/bangla.sitestree.com\/?p=22885","url_meta":{"origin":16975,"position":3},"title":"Graph Mining: Shared Nearest Neighbors &#8211; Community Detection","author":"Sayed","date":"March 21, 2021","format":false,"excerpt":"Resources to Learn From Resources:Jarvis-Patrick Clusteringhttps:\/\/btluke.com\/jpclust.htmlEmpirical Comparison of Algorithms for Network Community Detectionhttps:\/\/cs.stanford.edu\/~jure\/pubs\/communities-www10.pdf Read the resources above to find answers. Shared Nearest Neighbors : Clustering : Community Detection Graph Mining: Shared Nearest Neighbors : Clustering : Community Detection Graph Mining: Shared Nearest Neighbors (SNN): Clustering : Community Detection: Learn by\u2026","rel":"","context":"In &quot;Graph Mining&quot;","block_context":{"text":"Graph Mining","link":"http:\/\/bangla.sitestree.com\/?cat=1905"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":16302,"url":"http:\/\/bangla.sitestree.com\/?p=16302","url_meta":{"origin":16975,"position":4},"title":"Graph Mining: Shared Nearest Neighbors : Clustering : Community Detection","author":"Sayed","date":"October 7, 2019","format":false,"excerpt":"Graph Mining: Shared Nearest Neighbors : Clustering : Community Detection Graph Mining: Shared Nearest Neighbors (SNN): Clustering : Community Detection: Learn by Finding Answers to the Following Questions. Will use SNN sometimes. What is one another name of the algorithm: Shared Nearest Neighbors? What is the purpose of the Algorithm:\u2026","rel":"","context":"In &quot;Graph Mining&quot;","block_context":{"text":"Graph Mining","link":"http:\/\/bangla.sitestree.com\/?cat=1905"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":65870,"url":"http:\/\/bangla.sitestree.com\/?p=65870","url_meta":{"origin":16975,"position":5},"title":"SCJP Training: Lesson 6: Collections \/ Generics #Java Short Notes #SCJP","author":"Sayed","date":"July 16, 2021","format":false,"excerpt":"Object OrderingObject as a SuperclassGeneric TypesDeclaring ClassesDefining an InterfacePassing Information to a Method or ConstructorReturning a Value from a MethodGeneric TypesGeneric Methods and ConstructorsWildcardsAlgorithms From: http:\/\/sitestree.com\/?p=5053 Categories:Java Short Notes, SCJPTags: Post Data:2012-07-21 07:53:36 Shop Online: https:\/\/www.ShopForSoul.com\/ (Big Data, Cloud, Security, Machine Learning): Courses: http:\/\/Training.SitesTree.com In Bengali: http:\/\/Bangla.SaLearningSchool.com http:\/\/SitesTree.com 8112223 Canada\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\/16975","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=16975"}],"version-history":[{"count":0,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts\/16975\/revisions"}],"wp:attachment":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=16975"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=16975"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=16975"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}