{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,4]],"date-time":"2026-05-04T13:45:12Z","timestamp":1777902312769,"version":"3.51.4"},"reference-count":47,"publisher":"SAGE Publications","issue":"1","license":[{"start":{"date-parts":[[2014,12,8]],"date-time":"2014-12-08T00:00:00Z","timestamp":1417996800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/journals.sagepub.com\/page\/policies\/text-and-data-mining-license"}],"content-domain":{"domain":["journals.sagepub.com"],"crossmark-restriction":true},"short-container-title":["SIMULATION"],"published-print":{"date-parts":[[2015,1]]},"abstract":"<jats:p>This paper deals with discrete-event simulation-based optimization of a catchment basin management. The integration of optimization techniques into modeling and simulation relies on the evolution of the studied model using decisions based on previous simulation results. Three different categories of optimization via simulation methods can be found in the literature: ranking-and-selection methods, discrete and continuous optimization via simulation methods. In this paper, we explain how an iterative process allows us to integrate continuous optimization via simulation algorithms into a discrete-event simulation in order to optimize the management of a catchment basin. We have performed a comparison between optimization methods belonging to the three categories of optimization via simulation methods when they are applied to the management of a catchment basin. An analysis of the comparison allows us to point out the benefits of continuous optimization via simulation methods compared with rank-and-selection and discrete optimization via simulation methods in the case of the optimization of a catchment basin management.<\/jats:p>","DOI":"10.1177\/0037549714559608","type":"journal-article","created":{"date-parts":[[2014,12,8]],"date-time":"2014-12-08T23:04:52Z","timestamp":1418079892000},"page":"43-58","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":3,"title":["Optimization via simulation of catchment basin management using a discrete-event approach"],"prefix":"10.1177","volume":"91","author":[{"given":"J F","family":"Santucci","sequence":"first","affiliation":[{"name":"SPE UMR CNRS 6134 Laboratory, University of Corsica, Corte, France"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"L","family":"Capocchi","sequence":"additional","affiliation":[{"name":"SPE UMR CNRS 6134 Laboratory, University of Corsica, Corte, France"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"179","published-online":{"date-parts":[[2014,12,8]]},"reference":[{"key":"bibr1-0037549714559608","first-page":"93","volume-title":"Proceedings of the 31st conference on Winter simulation: Simulation\u2014a bridge to the future - Volume 1 (WSC\u201999)","author":"Azadivar F"},{"key":"bibr2-0037549714559608","series-title":"Technical report","author":"Ferscha A","year":"1994"},{"key":"bibr3-0037549714559608","doi-asserted-by":"publisher","DOI":"10.1016\/j.simpat.2007.02.003"},{"key":"bibr4-0037549714559608","first-page":"101","volume-title":"Proceedings of the 2003 Winter Simulation Conference","volume":"1","author":"Kim SH"},{"key":"bibr5-0037549714559608","first-page":"162","volume-title":"In Proceedings of the 39th conference on Winter simulation: 40 years! The best is yet to come (WSC\u201907)","author":"Kim SH"},{"key":"bibr6-0037549714559608","doi-asserted-by":"publisher","DOI":"10.1287\/educ.1100.0069"},{"key":"bibr7-0037549714559608","doi-asserted-by":"crossref","unstructured":"Xu WL, Nelson BL. Empirical stochastic branch-and-bound for optimization via simulation. IIE Transactions 2013; 45(7): 685\u2013698. http:\/\/www.tandfonline.com\/doi\/pdf\/10.1080\/0740817X.2013.768783.","DOI":"10.1080\/0740817X.2013.768783"},{"issue":"1","key":"bibr8-0037549714559608","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1111\/j.2517-6161.1951.tb00067.x","volume":"13","author":"Box GEP","year":"1951","journal-title":"Journal of the Royal Statistical Society Series B"},{"key":"bibr9-0037549714559608","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijpe.2009.12.003"},{"key":"bibr10-0037549714559608","doi-asserted-by":"publisher","DOI":"10.1016\/j.simpat.2010.12.006"},{"key":"bibr11-0037549714559608","volume-title":"Theory of Modeling and Simulation","author":"Zeigler BP","year":"2000","edition":"2"},{"key":"bibr12-0037549714559608","first-page":"28","volume-title":"Proceedings of the Summer Simulation Multiconference","author":"Santucci J"},{"key":"bibr13-0037549714559608","unstructured":"Capocchi L, Santucci J, Farges J, Biblioteca DEVS dei modelli ottimizzati. Technical report 5.3.1. Report European Project RESMAR, Action G, 2012."},{"key":"bibr14-0037549714559608","unstructured":"Farges J, Amoretti R, Capocchi L, Specificazione dei metodi di ottimizzazione basati sulla programmazione dinamica. Technical report 5.1.2. Report European Project RESMAR, Action G, 2011."},{"key":"bibr15-0037549714559608","first-page":"205","volume-title":"WSC 2013","author":"Capocchi L"},{"key":"bibr16-0037549714559608","doi-asserted-by":"crossref","unstructured":"Capocchi L, Santucci JF, Poggi B, DEVSimPy: A collaborative python software for modeling and simulation of DEVS systems. In WETICE. Los Alamitos, CA: IEEE Computer Society, pp. 170\u2013175. http:\/\/code.google.com\/p\/devsimpy\/.","DOI":"10.1109\/WETICE.2011.31"},{"key":"bibr17-0037549714559608","doi-asserted-by":"publisher","DOI":"10.1109\/WSC.2000.899706"},{"key":"bibr18-0037549714559608","doi-asserted-by":"publisher","DOI":"10.1287\/ijoc.14.3.192.113"},{"key":"bibr19-0037549714559608","first-page":"83","volume-title":"Proceedings of the 37th Winter Simulation Conference (WSC\u201905)","author":"Fu MC"},{"key":"bibr20-0037549714559608","first-page":"75","volume-title":"Proceedings of the 2009 Winter Simulation Conference (WSC)","author":"Hong L"},{"key":"bibr21-0037549714559608","doi-asserted-by":"publisher","DOI":"10.1145\/858481.858484"},{"key":"bibr22-0037549714559608","doi-asserted-by":"publisher","DOI":"10.1016\/j.orl.2010.09.003"},{"key":"bibr23-0037549714559608","doi-asserted-by":"publisher","DOI":"10.1145\/1667072.1667075"},{"key":"bibr24-0037549714559608","doi-asserted-by":"publisher","DOI":"10.1287\/ijoc.1110.0481"},{"key":"bibr25-0037549714559608","first-page":"535","volume-title":"Simulation (Handbooks in Operations Research and Management Science)","author":"Barton RR","year":"2006"},{"key":"bibr26-0037549714559608","volume-title":"Simulation Modeling and Arena","author":"Rossetti MD","year":"2009"},{"key":"bibr27-0037549714559608","first-page":"2358","volume-title":"Proceedings of the 2011 Winter Simulation Conference (WSC)","author":"Eskandari H"},{"key":"bibr28-0037549714559608","first-page":"436:1","volume-title":"Proceedings of the Winter Simulation Conference (WSC\u201912)","author":"Waller A"},{"key":"bibr29-0037549714559608","volume-title":"In Proceedings of the 37th Winter Simulation Conference (WSC\u201905)","author":"Borshchev A"},{"key":"bibr30-0037549714559608","first-page":"29","volume-title":"Proceedings of the Winter Simulation Conference (WSC\u201911)","author":"Pegden CD"},{"key":"bibr31-0037549714559608","first-page":"434:1","volume-title":"Proceedings of the Winter Simulation Conference (WSC\u201912)","author":"Muller D"},{"key":"bibr32-0037549714559608","first-page":"1","volume-title":"IEEE Military Communications Conference","author":"Lee H"},{"key":"bibr33-0037549714559608","doi-asserted-by":"publisher","DOI":"10.1177\/0037549710368029"},{"key":"bibr34-0037549714559608","doi-asserted-by":"publisher","DOI":"10.1177\/1548512910389203"},{"key":"bibr35-0037549714559608","first-page":"29","volume":"30","author":"Sarjoughian HS","year":"1998","journal-title":"Simulation"},{"key":"bibr36-0037549714559608","doi-asserted-by":"publisher","DOI":"10.1016\/j.simpat.2008.11.003"},{"key":"bibr37-0037549714559608","doi-asserted-by":"publisher","DOI":"10.1177\/0037549711436267"},{"key":"bibr38-0037549714559608","first-page":"174","volume-title":"Proceedings of FASE\u201902","author":"de Lara J"},{"key":"bibr39-0037549714559608","volume-title":"Theory of Modeling & Simulation Symposium, SpringSim Multi-Conference (SpringSim\u201913)","author":"Chungman Seo RC"},{"key":"bibr40-0037549714559608","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"239","DOI":"10.1007\/3-540-45832-8_19","volume-title":"Proceedings of the First International Conference of Graph Transformation (ICGT)","volume":"2505","author":"de Lara J"},{"key":"bibr41-0037549714559608","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-0348-0436-3"},{"key":"bibr42-0037549714559608","volume-title":"Water Distribution System Handbook","author":"Mays LW","year":"2000"},{"key":"bibr43-0037549714559608","doi-asserted-by":"publisher","DOI":"10.1016\/j.envsoft.2008.06.008"},{"issue":"3","key":"bibr44-0037549714559608","first-page":"123","volume":"18","author":"Kofman E","year":"2001","journal-title":"Trans Soc Comput Simul Int"},{"key":"bibr45-0037549714559608","unstructured":"Giacobbi J, Palazzi JM. Consolidamento di un modello di caratterizzazione e di gestione di un bacino idrico. Technical report 4.1.1. Report European Project RESMAR, Action G, 2010."},{"key":"bibr46-0037549714559608","first-page":"185","volume-title":"Proceedings of the International Symposium Logistics and Industrial Informatics","author":"Csiszar S"},{"key":"bibr47-0037549714559608","doi-asserted-by":"publisher","DOI":"10.1007\/s001840200230"}],"container-title":["SIMULATION"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/journals.sagepub.com\/doi\/pdf\/10.1177\/0037549714559608","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/journals.sagepub.com\/doi\/full-xml\/10.1177\/0037549714559608","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/journals.sagepub.com\/doi\/pdf\/10.1177\/0037549714559608","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,5,1]],"date-time":"2026-05-01T11:25:51Z","timestamp":1777634751000},"score":1,"resource":{"primary":{"URL":"https:\/\/journals.sagepub.com\/doi\/10.1177\/0037549714559608"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014,12,8]]},"references-count":47,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2015,1]]}},"alternative-id":["10.1177\/0037549714559608"],"URL":"https:\/\/doi.org\/10.1177\/0037549714559608","relation":{},"ISSN":["0037-5497","1741-3133"],"issn-type":[{"value":"0037-5497","type":"print"},{"value":"1741-3133","type":"electronic"}],"subject":[],"published":{"date-parts":[[2014,12,8]]}}}