{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2022,4,2]],"date-time":"2022-04-02T11:52:39Z","timestamp":1648900359283},"reference-count":0,"publisher":"IOS Press","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021,9,8]]},"abstract":"<jats:p>In this article, we study the NP-Hard combinatorial optimization problem of the minimum initial marking (MIM) computation in labeled Petri net (L-PN) while considering a sequence of labels to minimize the resource consumption in a flexible manufacturing system (FMS), and we propose an approach based on the ant colony optimization (ACO) precisely the extension Rank-based ACO to optimal resource allocation and scheduling in FMS. The ACO meta-heuristic is inspired by the behavior of ants in foraging based on pheromones deposit. The numerical results show that the proposed algorithm obtained much better results than previous studies.<\/jats:p>","DOI":"10.3233\/faia210064","type":"book-chapter","created":{"date-parts":[[2021,9,16]],"date-time":"2021-09-16T09:23:11Z","timestamp":1631784191000},"source":"Crossref","is-referenced-by-count":0,"title":["A Rank Based ACO Approach for Optimal Resource Allocation and Scheduling in FMS Modeled with Labelled Petri Net"],"prefix":"10.3233","author":[{"given":"Amira","family":"Jablaoui","sequence":"first","affiliation":[{"name":"University of Monastir, Higher Institute of Computer Science and Mathematics"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hichem","family":"Kmimech","sequence":"additional","affiliation":[{"name":"University of Monastir, Research Laboratory of Automatic Signal and Image Processing"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Layth","family":"Sliman","sequence":"additional","affiliation":[{"name":"EFREI Paris, Villejuif, France"},{"name":"Universit\u00e9 Paris-Saclay, IBISC, 91020, Evry-Courcouronnes, France"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lotfi","family":"Nabli","sequence":"additional","affiliation":[{"name":"University of Monastir, Research Laboratory of Automatic Signal and Image Processing"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"7437","container-title":["Frontiers in Artificial Intelligence and Applications","New Trends in Intelligent Software Methodologies, Tools and Techniques"],"original-title":[],"link":[{"URL":"https:\/\/ebooks.iospress.nl\/pdf\/doi\/10.3233\/FAIA210064","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,10,25]],"date-time":"2021-10-25T13:29:39Z","timestamp":1635168579000},"score":1,"resource":{"primary":{"URL":"https:\/\/ebooks.iospress.nl\/doi\/10.3233\/FAIA210064"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,9,8]]},"references-count":0,"URL":"https:\/\/doi.org\/10.3233\/faia210064","relation":{},"ISSN":["0922-6389","1879-8314"],"issn-type":[{"value":"0922-6389","type":"print"},{"value":"1879-8314","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,9,8]]}}}