{"id":186067,"date":"2011-03-23T00:00:00","date_gmt":"2011-03-26T15:42:18","guid":{"rendered":"https:\/\/www.microsoft.com\/en-us\/research\/msr-research-item\/inductive-synthesis-of-recursive-functional-programs\/"},"modified":"2016-08-22T11:30:51","modified_gmt":"2016-08-22T18:30:51","slug":"inductive-synthesis-of-recursive-functional-programs","status":"publish","type":"msr-video","link":"https:\/\/www.microsoft.com\/en-us\/research\/video\/inductive-synthesis-of-recursive-functional-programs\/","title":{"rendered":"Inductive Synthesis of Recursive Functional Programs"},"content":{"rendered":"<div class=\"asset-content\">\n<p>Inductive program synthesis (IPS) is concerned with the automated construction of computer programs from incomplete specifications, such as input-output examples. Application fields are, e.g., end-user programming, algorithm development, and intelligent agents that autonomously acquire productive problem-solving knowledge. This talk focuses on the inductive synthesis of recursive functional programs. I introduce the recent IPS algorithm IGOR2 that combines analytical methods with search in program spaces in order to achieve a sensible trade-off between expressivity and efficiency. Experiments with typical list-processing functions and with benchmark-problems from problem-solving and automated planning show promising results.<\/p>\n<\/div>\n<p><!-- .asset-content --><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Inductive program synthesis (IPS) is concerned with the automated construction of computer programs from incomplete specifications, such as input-output examples. Application fields are, e.g., end-user programming, algorithm development, and intelligent agents that autonomously acquire productive problem-solving knowledge. This talk focuses on the inductive synthesis of recursive functional programs. I introduce the recent IPS algorithm IGOR2 [&hellip;]<\/p>\n","protected":false},"featured_media":196054,"template":"","meta":{"msr-url-field":"","msr-podcast-episode":"","msrModifiedDate":"","msrModifiedDateEnabled":false,"ep_exclude_from_search":false,"_classifai_error":"","msr_hide_image_in_river":0,"footnotes":""},"research-area":[],"msr-video-type":[],"msr-locale":[268875],"msr-post-option":[],"msr-session-type":[],"msr-impact-theme":[],"msr-pillar":[],"msr-episode":[],"msr-research-theme":[],"class_list":["post-186067","msr-video","type-msr-video","status-publish","has-post-thumbnail","hentry","msr-locale-en_us"],"msr_download_urls":"","msr_external_url":"https:\/\/youtu.be\/FfHVzeTH_ac","msr_secondary_video_url":"","msr_video_file":"","_links":{"self":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-video\/186067","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-video"}],"about":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/types\/msr-video"}],"version-history":[{"count":0,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-video\/186067\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/media\/196054"}],"wp:attachment":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/media?parent=186067"}],"wp:term":[{"taxonomy":"msr-research-area","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/research-area?post=186067"},{"taxonomy":"msr-video-type","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-video-type?post=186067"},{"taxonomy":"msr-locale","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-locale?post=186067"},{"taxonomy":"msr-post-option","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-post-option?post=186067"},{"taxonomy":"msr-session-type","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-session-type?post=186067"},{"taxonomy":"msr-impact-theme","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-impact-theme?post=186067"},{"taxonomy":"msr-pillar","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-pillar?post=186067"},{"taxonomy":"msr-episode","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-episode?post=186067"},{"taxonomy":"msr-research-theme","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-research-theme?post=186067"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}