{"id":32,"date":"2014-05-25T19:57:40","date_gmt":"2014-05-25T17:57:40","guid":{"rendered":"http:\/\/www.swarm-intelligence.it\/wordpress\/?page_id=32"},"modified":"2014-08-07T11:00:58","modified_gmt":"2014-08-07T09:00:58","slug":"what-is-swarm-intelligence","status":"publish","type":"page","link":"https:\/\/www.swarm-intelligence.it\/wordpress\/what-is-swarm-intelligence\/","title":{"rendered":"WHAT IS SWARM INTELLIGENCE?"},"content":{"rendered":"<div style=\"padding-bottom:15px; padding-top:2px;\" class=\"hupso-share-buttons\"><!-- Hupso Share Buttons - https:\/\/www.hupso.com\/share\/ --><a class=\"hupso_toolbar\" href=\"https:\/\/www.hupso.com\/share\/\"><img src=\"https:\/\/static.hupso.com\/share\/buttons\/dot.png\" style=\"border:0px; padding-top: 5px; float:left;\" alt=\"Share Button\"\/><\/a><script type=\"text\/javascript\">var hupso_services_t=new Array(\"Twitter\",\"Facebook\",\"Linkedin\");var hupso_background_t=\"#84FF5E\";var hupso_border_t=\"#FFE959\";var hupso_toolbar_size_t=\"medium\";var hupso_image_folder_url = \"\";var hupso_twitter_via=\"SwarmStrength\";var hupso_url_t=\"\";var hupso_title_t=\"WHAT%20IS%20SWARM%20INTELLIGENCE%3F\";<\/script><script type=\"text\/javascript\" src=\"https:\/\/static.hupso.com\/share\/js\/share_toolbar.js\"><\/script><!-- Hupso Share Buttons --><\/div><p lang=\"en-US\">The way in which animals can coordinate their behaviours has always fascinated and intrigued the humans, the way in which thousand of birds can fly together like a single organism, the complex bee structure or the perfect syncronized flashing among fireflies have been study object since ancient time.<\/p>\n<p lang=\"en-US\">Just the synchronized flashing among fireflies has motivated the earliest documented description of a biological system (1727) from the physician Engelbert Kaempfer that comparing their flashing movement to the human heart movement writes:<\/p>\n<p lang=\"en-US\"><em> \u201c \u2026.having taken possession of one tree, and spread themselves over its branches, sometimes hide their light all at once, and a moment after make it appear again with the utmost regularity and exactness, as if they are in perpetual Systole and Diastole.\u201d<\/em><\/p>\n<p lang=\"en-US\">&#8211; Self-Organizations in Biological Systems &#8211; by Scott Camazine (Author), Jean-Louis Deneubourg (Author), Nigel R. Franks (Author), James Sneyd (Author), Guy Theraula (Author), Eric Bonabeau (Author)<\/p>\n<p lang=\"en-US\">The expression <strong>Swarm Intelligence<\/strong>\u00a0was introduced by <a title=\"Gerardo Beni\" href=\"http:\/\/en.wikipedia.org\/wiki\/Gerardo_Beni\" target=\"_blank\">Gerardo Beni<\/a>, a professor of electrical engineering at University of California and Jing Wang in 1989 in the context of cellular robotic systems.<br \/>\nThe concept infact initially was employed in work on artificial intelligence, and then applicated at biological systems.<\/p>\n<div id=\"attachment_280\" style=\"width: 510px\" class=\"wp-caption alignnone\"><a href=\"http:\/\/www.swarm-intelligence.it\/wordpress\/wp-content\/uploads\/2014\/05\/ant_team.jpg\"><img aria-describedby=\"caption-attachment-280\" loading=\"lazy\" class=\"wp-image-280 size-full\" src=\"http:\/\/www.swarm-intelligence.it\/wordpress\/wp-content\/uploads\/2014\/05\/ant_team-e1402585861993.jpg\" alt=\"ant_team\" width=\"500\" height=\"353\" \/><\/a><p id=\"caption-attachment-280\" class=\"wp-caption-text\"><a href=\"https:\/\/www.flickr.com\/photos\/budslife\/1771179517\/in\/photolist-at3ruw-vY3JQ-chwZK-Jpku9-7iuuib-ckLme-5jiLoG-bFjnQZ-3GvKXT-5jiLoE-caQDGy-fktCLP-5jiLoL-JpkDq-5jiLoC-5jiLoS-JpkBm-JpkC7-5hhYY1-dovWy-j88sba-3VKsmK-sbX5x-f7vSsw-zuYPp-4FjBBY-8uonta-4MpYTe-a8BtGx-eAF7mh-5hdWh4-CktMa-kkM14X-a8BueV-4RopAs-eJ5S9Z-dn2fQJ-dak9BJ-8ViAdw-auXG9e-ajYhUx-aKQ7tR-dvFQuS-MPgsV-auXwAH-9sq2vx-av1iYU-nEHSja-nEHSkx-bycEG3\" target=\"_blank\">CC License by Budzlife<\/a><\/p><\/div>\n<p lang=\"en-US\">&#8220;Swarm Intelligence system consist typically of a population of simple agents, naturals, interacting locally with one another and with their enviroment. Interactions between such agents lead to the emergence of \u201cintelligent\u201d global behavior, unknown to the individual agents.&#8221; &#8211;\u00a0<a title=\"Deborah M. Gordon\" href=\"http:\/\/en.wikipedia.org\/wiki\/Deborah_M._Gordon\" target=\"_blank\">Deborah M. Gordon<\/a><\/p>\n<p lang=\"en-US\">Eric Bonabeau\u00a0and Christopher Meyer in the article \u00a0<a style=\"color: #9da25f;\" href=\"http:\/\/hbr.org\/2001\/05\/swarm-intelligence-a-whole-new-way-to-think-about-business\/\" target=\"_blank\">Swarm Intelligence: A Whole New Way to Think About Business<\/a>\u00a0&#8211;\u00a02001\/05 (Harvard Business Review), write:<\/p>\n<p lang=\"en-US\">&#8220;Social insects work without supervision. In fact, their teamwork is largely self-organized, and coordination arises from the different interactions among individuals in the colony. Although these interactions might be primitive (one ant merely following the trail left by another, for instance), taken together they result in efficient solutions to difficult problems (such as finding the shortest route to a food source among myriad possible paths). The collective behavior that emerges from a group of social insects has been dubbed swarm intelligence.&#8221;<\/p>\n<p lang=\"en-US\"><a title=\"Eric Bonabeau\" href=\"http:\/\/www.icosystem.com\/about-us\/management-team\/bonabeau\/\" target=\"_blank\"><strong>Eric Bonabeau<\/strong><\/a>\u00a0synthesizes the concept of \u00a0Swarm Intelligence\u00a0in this phrase:<\/p>\n<p lang=\"en-US\"><em>\u201c<strong>The emergent collective intelligence of groups of simple agents.<\/strong>\u201d<\/em><\/p>\n<p lang=\"en-US\">Simple creatures like ants following simple rules, each one acting on local information, can perform incredible actions. No ant sees the big picture, no ant tells any other ant what to do, maybe some species have some differents, but the bottom line is that no leadership is required, no control is required.<\/p>\n<p>&#8220;In essence, we believe that social insects have been so successful&#8211;they are almost everywhere in the ecosphere&#8211;because of three characteristics:<\/p>\n<ul>\n<li><strong>flexibility<\/strong> &#8211; (the colony can adapt to a changing environment);<\/li>\n<li><strong>robustness<\/strong> &#8211; (even when one or more individuals fail, the group can still perform its tasks);<\/li>\n<li><strong>self-organization<\/strong> &#8211; (activities are neither centrally controlled nor locally supervised).&#8221; \u00a0(Bonabeau and Meyer 2001:108)<\/li>\n<\/ul>\n<p lang=\"en-US\">Biologists speak about a \u201c<strong>Superorganism<\/strong>\u201d an organism consisting of many organisms capable to use a collective intelligence unknown to the single individual.<\/p>\n<p lang=\"en-US\">Despite this word was originally used by <a title=\"James Hutton\" href=\"http:\/\/en.wikipedia.org\/wiki\/James_Hutton\" target=\"_blank\">James Hutton<\/a> (1726-1797), the \u201cFather of Geology\u201d, speaking about Geophysiology (the study of Earth like a Superorganism), the term is now usually adopted to indicate a social unit of eusocial animals, where division of labour is highly specialised and where there is not centralized control.<\/p>\n<p lang=\"en-US\">James Hutton \u00a0considered Earth to be a superorganism and that physiology could be the only way to study it properly.<\/p>\n<p lang=\"en-US\">&#8220;Geophysiology\u201d was then popularized by <a title=\"James Lovelock\" href=\"http:\/\/en.wikipedia.org\/wiki\/James_Lovelock\" target=\"_blank\">James Lovelock<\/a> in his writings on the &#8220;<a title=\"Gaia Hypothesis\" href=\"http:\/\/en.wikipedia.org\/wiki\/Gaia_hypothesis\" target=\"_blank\">Gaia hypothesis<\/a>&#8220;.<\/p>\n<div style=\"padding-bottom:15px; padding-top:2px;\" class=\"hupso-share-buttons\"><!-- Hupso Share Buttons - https:\/\/www.hupso.com\/share\/ --><a class=\"hupso_toolbar\" href=\"https:\/\/www.hupso.com\/share\/\"><img src=\"https:\/\/static.hupso.com\/share\/buttons\/dot.png\" style=\"border:0px; padding-top: 5px; float:left;\" alt=\"Share Button\"\/><\/a><script type=\"text\/javascript\">var hupso_services_t=new Array(\"Twitter\",\"Facebook\",\"Linkedin\");var hupso_background_t=\"#84FF5E\";var hupso_border_t=\"#FFE959\";var hupso_toolbar_size_t=\"medium\";var hupso_image_folder_url = \"\";var hupso_twitter_via=\"SwarmStrength\";var hupso_url_t=\"\";var hupso_title_t=\"WHAT%20IS%20SWARM%20INTELLIGENCE%3F\";<\/script><script type=\"text\/javascript\" src=\"https:\/\/static.hupso.com\/share\/js\/share_toolbar.js\"><\/script><!-- Hupso Share Buttons --><\/div>","protected":false},"excerpt":{"rendered":"<p>The way in which animals can coordinate their behaviours has always fascinated and intrigued the humans, the way in which thousand of birds can fly together like a single organism, the complex bee structure or the perfect syncronized flashing among fireflies have been study object since ancient time. Just the synchronized flashing among fireflies has [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"open","ping_status":"closed","template":"","meta":[],"_links":{"self":[{"href":"https:\/\/www.swarm-intelligence.it\/wordpress\/wp-json\/wp\/v2\/pages\/32"}],"collection":[{"href":"https:\/\/www.swarm-intelligence.it\/wordpress\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.swarm-intelligence.it\/wordpress\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.swarm-intelligence.it\/wordpress\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.swarm-intelligence.it\/wordpress\/wp-json\/wp\/v2\/comments?post=32"}],"version-history":[{"count":38,"href":"https:\/\/www.swarm-intelligence.it\/wordpress\/wp-json\/wp\/v2\/pages\/32\/revisions"}],"predecessor-version":[{"id":404,"href":"https:\/\/www.swarm-intelligence.it\/wordpress\/wp-json\/wp\/v2\/pages\/32\/revisions\/404"}],"wp:attachment":[{"href":"https:\/\/www.swarm-intelligence.it\/wordpress\/wp-json\/wp\/v2\/media?parent=32"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}