{"id":169963,"date":"2023-08-18T15:25:23","date_gmt":"2023-08-18T20:25:23","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2023\/08\/evolutionary-computation-for-expensive-optimization-a-survey"},"modified":"2023-08-18T15:25:23","modified_gmt":"2023-08-18T20:25:23","slug":"evolutionary-computation-for-expensive-optimization-a-survey","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2023\/08\/evolutionary-computation-for-expensive-optimization-a-survey","title":{"rendered":"Evolutionary computation for expensive optimization: A survey"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/evolutionary-computation-for-expensive-optimization-a-survey3.jpg\"><\/a><\/p>\n<p>The term \u2018Expensive optimization problem\u2019 (EOP) refers to any problem that requires expensive or even unaffordable costs to evaluate candidate solutions. These problems exist in many significant real-world applications.<\/p>\n<p>On the one hand, the \u201cexpensive cost\u201d can refer that an evaluation itself that requires abundant time, money and so on. On the other hand, the \u201cexpensive cost\u201d is a relative concept rather than an absolute concept in many real-world problems.<\/p>\n<p>For instance, when encountering emergencies like epidemics or <a href=\"https:\/\/techxplore.com\/tags\/natural+disasters\/\" rel=\"tag\" class=\"\">natural disasters<\/a>, transportation and dispatching can be urgent for supporting daily operations and saving lives, where the time cost of <a href=\"https:\/\/techxplore.com\/tags\/optimization\/\" rel=\"tag\" class=\"\">optimization<\/a> will become too expensive to accept at this time.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>The term \u2018Expensive optimization problem\u2019 (EOP) refers to any problem that requires expensive or even unaffordable costs to evaluate candidate solutions. These problems exist in many significant real-world applications. On the one hand, the \u201cexpensive cost\u201d can refer that an evaluation itself that requires abundant time, money and so on. On the other hand, the [\u2026]<\/p>\n","protected":false},"author":661,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1491],"tags":[],"class_list":["post-169963","post","type-post","status-publish","format-standard","hentry","category-transportation"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/169963","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/users\/661"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=169963"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/169963\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=169963"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=169963"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=169963"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}