{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,30]],"date-time":"2025-07-30T14:06:00Z","timestamp":1753884360761,"version":"3.41.2"},"reference-count":0,"publisher":"World Scientific Pub Co Pte Ltd","issue":"03","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Int. J. Artif. Intell. Tools"],"published-print":{"date-parts":[[2022,5]]},"abstract":"<jats:p> Combinatorial Optimization lies at the heart of many Artificial Intelligence tasks. While existing techniques are still improved year after year, we advocate that recent sub-symbolic approaches may change the game if they can be successfully integrated into combinatorial solvers. In this paper, we present a state of the art of current approaches and discuss the role of new learning techniques to improve the current results. <\/jats:p>","DOI":"10.1142\/s0218213022410019","type":"journal-article","created":{"date-parts":[[2022,5,4]],"date-time":"2022-05-04T14:57:45Z","timestamp":1651676265000},"source":"Crossref","is-referenced-by-count":0,"title":["New AI Techniques for Combinatorial Optimization"],"prefix":"10.1142","volume":"31","author":[{"given":"Arnaud","family":"Lallouet","sequence":"first","affiliation":[{"name":"Huawei Technologies Ltd, Paris Research Center, 18 Quai du Point du Jour, 92100 Boulogne-Billancourt, France"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"219","published-online":{"date-parts":[[2022,5,3]]},"container-title":["International Journal on Artificial Intelligence Tools"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.worldscientific.com\/doi\/pdf\/10.1142\/S0218213022410019","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,1]],"date-time":"2022-07-01T07:00:19Z","timestamp":1656658819000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.worldscientific.com\/doi\/10.1142\/S0218213022410019"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,5]]},"references-count":0,"journal-issue":{"issue":"03","published-print":{"date-parts":[[2022,5]]}},"alternative-id":["10.1142\/S0218213022410019"],"URL":"https:\/\/doi.org\/10.1142\/s0218213022410019","relation":{},"ISSN":["0218-2130","1793-6349"],"issn-type":[{"type":"print","value":"0218-2130"},{"type":"electronic","value":"1793-6349"}],"subject":[],"published":{"date-parts":[[2022,5]]},"article-number":"2241001"}}