{"guid":"import-0a4b167b1f0882d707","title":"Automatic Algorithm Invention with a GPU","subtitle":"Hell Yeah, it's rocket science","slug":"28c3-4764-en-automatic_algorithm_invention_with_a_gpu","link":"http://events.ccc.de/congress/2011/Fahrplan/events/4764.en.html","description":"You write software. You test software. You know how to tell if the software is working. Automate your software testing sufficiently and you can let the computer do the writing for you! \"Genetic Programming\", especially \"Cartesian Genetic Programming\" (CGP), is a powerful tool for creating software and designing physical objects. See how to do CGP as we invent image filters for the Part Time Scientists' 3D cameras. Danger: Actual code will be shown!\n","original_language":"eng","persons":["Wes Faler"],"tags":["28c3"," Hacking"],"view_count":181,"promoted":false,"date":"2011-12-27T01:00:00.000+01:00","release_date":"2012-01-04T01:00:00.000+01:00","updated_at":"2026-01-29T21:45:12.737+01:00","length":3724,"duration":3724,"thumb_url":"https://static.media.ccc.de/media/congress/2011/28c3-4764-en-automatic_algorithm_invention_with_a_gpu_h264.jpg","poster_url":"https://static.media.ccc.de/media/congress/2011/28c3-4764-en-automatic_algorithm_invention_with_a_gpu_h264_preview.jpg","timeline_url":"https://static.media.ccc.de/media/congress/2011/import-0a4b167b1f0882d707-timeline.jpg","thumbnails_url":"https://static.media.ccc.de/media/congress/2011/import-0a4b167b1f0882d707-thumbnails.vtt","frontend_link":"https://media.ccc.de/v/28c3-4764-en-automatic_algorithm_invention_with_a_gpu","url":"https://api.media.ccc.de/public/events/import-0a4b167b1f0882d707","conference_title":"28C3: behind enemy lines","conference_url":"https://api.media.ccc.de/public/conferences/28c3","related":[{"event_id":934,"event_guid":"import-67d60c82e456bd5ed2","weight":1},{"event_id":1142,"event_guid":"import-811a4a998765dd6d06","weight":2},{"event_id":1443,"event_guid":"import-efd5abc0c512df9166","weight":1},{"event_id":1465,"event_guid":"import-6c057cb9e23a38badd","weight":1},{"event_id":1490,"event_guid":"import-d38b66f7dfefe277e4","weight":1},{"event_id":1494,"event_guid":"import-5e7a01265ce6066f76","weight":1},{"event_id":1519,"event_guid":"import-7c24eae3ff97e72737","weight":1},{"event_id":1526,"event_guid":"import-8f741823f0d689a05e","weight":1},{"event_id":1531,"event_guid":"import-324570bd16ebe02b27","weight":1},{"event_id":1534,"event_guid":"import-5fe6dab8530ac65492","weight":1},{"event_id":1535,"event_guid":"import-e66c577d6e35b88f0c","weight":1},{"event_id":1536,"event_guid":"import-42e5588aaaf6ad5db2","weight":1},{"event_id":1541,"event_guid":"import-8fd39363e733cd1101","weight":3},{"event_id":1544,"event_guid":"import-9d9c56ae1d5816730b","weight":1},{"event_id":1547,"event_guid":"import-6b95a8a622b3d95c87","weight":2},{"event_id":1548,"event_guid":"import-c55c543fed3dbc291f","weight":1},{"event_id":1555,"event_guid":"import-1343b743a0a62d96cf","weight":1},{"event_id":1556,"event_guid":"import-ae0af31316a495be6a","weight":1},{"event_id":1571,"event_guid":"import-d31b8d9b757884b585","weight":1},{"event_id":1579,"event_guid":"import-def6598c84e42db15e","weight":3},{"event_id":1580,"event_guid":"import-7cc65ec6f710a801aa","weight":2},{"event_id":1584,"event_guid":"import-c8bd08c1bba8ba6ff4","weight":1},{"event_id":1585,"event_guid":"import-11953790f175f05f25","weight":1},{"event_id":1599,"event_guid":"import-0263d58196a112ebec","weight":1},{"event_id":1613,"event_guid":"import-4ca4182224f147e99b","weight":1},{"event_id":1619,"event_guid":"import-b0554205945a09137e","weight":1},{"event_id":1620,"event_guid":"import-c42d9394e53b2def7c","weight":1},{"event_id":1627,"event_guid":"import-f578f04a483d452235","weight":1},{"event_id":1639,"event_guid":"import-c1ae7fae8ec6c162b5","weight":1},{"event_id":1683,"event_guid":"import-780e90a537db52bc88","weight":1},{"event_id":1794,"event_guid":"Wb85jYb3IJr8B11bubfibA","weight":1},{"event_id":2140,"event_guid":"fKCiplTF234pJmlsO9BXyw","weight":1},{"event_id":2325,"event_guid":"44a73803-a941-49bd-95b5-3268a1b27b9b","weight":1},{"event_id":2596,"event_guid":"8d33483e-7993-47fa-8561-e8da14e39374","weight":1},{"event_id":2832,"event_guid":"489a414b-2d6b-4f20-8187-813169ca19c9","weight":1},{"event_id":3138,"event_guid":"74759911-47d9-4c60-878e-595cf08dd412","weight":1},{"event_id":3589,"event_guid":"79720795-6ae6-50ef-ab4b-a1ef4472ab1d","weight":1},{"event_id":3590,"event_guid":"8edd7c4d-0b8e-57d9-8e38-df11f1434e22","weight":1},{"event_id":3615,"event_guid":"74783236-46f4-493c-9574-1b27a44847b7","weight":1},{"event_id":3768,"event_guid":"babc1d56-c3b9-4a21-bfae-af4190c05e93","weight":1},{"event_id":3773,"event_guid":"769872ac-3efa-4101-ae95-bdedfc829c49","weight":1},{"event_id":4219,"event_guid":"527ad2fe-4899-11e7-a279-77a36f66fc30","weight":1}],"recordings":[{"size":523,"length":3724,"mime_type":"video/webm","language":"eng","filename":"28c3-4764-en-automatic_algorithm_invention_with_a_gpu.webm","state":"downloaded","folder":"webm","high_quality":true,"width":720,"height":576,"updated_at":"2016-01-27T11:03:47.369+01:00","recording_url":"https://cdn.media.ccc.de/congress/2011/webm/28c3-4764-en-automatic_algorithm_invention_with_a_gpu.webm","url":"https://api.media.ccc.de/public/recordings/2998","event_url":"https://api.media.ccc.de/public/events/import-0a4b167b1f0882d707","conference_url":"https://api.media.ccc.de/public/conferences/28c3"},{"size":523,"length":3724,"mime_type":"audio/ogg","language":"eng","filename":"28c3-4764-en-automatic_algorithm_invention_with_a_gpu.ogg","state":"downloaded","folder":"ogg-audio-only","high_quality":true,"width":720,"height":576,"updated_at":"2014-05-31T23:45:43.884+02:00","recording_url":"https://cdn.media.ccc.de/congress/2011/ogg-audio-only/28c3-4764-en-automatic_algorithm_invention_with_a_gpu.ogg","url":"https://api.media.ccc.de/public/recordings/2999","event_url":"https://api.media.ccc.de/public/events/import-0a4b167b1f0882d707","conference_url":"https://api.media.ccc.de/public/conferences/28c3"}]}