{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,25]],"date-time":"2025-11-25T12:59:37Z","timestamp":1764075577819,"version":"3.45.0"},"publisher-location":"New York, NY, USA","reference-count":23,"publisher":"ACM","content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2025,4,26]]},"DOI":"10.1145\/3760622.3760655","type":"proceedings-article","created":{"date-parts":[[2025,11,25]],"date-time":"2025-11-25T12:55:52Z","timestamp":1764075352000},"page":"174-179","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Exploring PSO, ACO, and a Hybrid PSACO Approach: A Comparative Study for System Parameter Tuning"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9039-678X","authenticated-orcid":false,"given":"Serda","family":"Hauser","sequence":"first","affiliation":[{"name":"Faculty of Economics and Management Science, University Leipzig, Leipzig, Saxony, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5740-2946","authenticated-orcid":false,"given":"Bogdan","family":"Franczyk","sequence":"additional","affiliation":[{"name":"Faculty of Economics and Management Science, University Leipzig, Leipzig, Saxony, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2025,11,25]]},"reference":[{"key":"e_1_3_3_2_2_2","doi-asserted-by":"crossref","unstructured":"Christian Blum and Marco Dorigo. 2004. The hyper-cube framework for ant colony optimization. IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) 34 2 (2004) 1161\u20131172.","DOI":"10.1109\/TSMCB.2003.821450"},{"key":"e_1_3_3_2_3_2","unstructured":"Bernd Bullnheimer Richard\u00a0F Hartl and Christine Strauss. 1999. A New Rank Based Version of the Ant System\u2013A Computational Study. Central European Journal of Operations Research 7 1 (1999) 25\u201338."},{"key":"e_1_3_3_2_4_2","doi-asserted-by":"crossref","unstructured":"Maurice Clerc and James Kennedy. 2002. The particle swarm\u2014Explosion stability and convergence in a multidimensional complex space. IEEE Transactions on Evolutionary Computation 6 1 (2002) 58\u201373.","DOI":"10.1109\/4235.985692"},{"key":"e_1_3_3_2_5_2","volume-title":"Metaheuristics: Progress in complex systems optimization","author":"Marc Doerner, Karl F and Gendreau, Michel and Greistorfer, Peter and Gutjahr, Walter and Hartl, Richard F and Reimann,","year":"2007","unstructured":"Doerner, Karl F and Gendreau, Michel and Greistorfer, Peter and Gutjahr, Walter and Hartl, Richard F and Reimann, Marc. 2007. Metaheuristics: Progress in complex systems optimization. Vol.\u00a039. Springer Science & Business Media, Heidelberg, Germany."},{"key":"e_1_3_3_2_6_2","doi-asserted-by":"crossref","unstructured":"Marco Dorigo and Luca\u00a0Maria Gambardella. 1997. Ant colonies for the travelling salesman problem. biosystems 43 2 (1997) 73\u201381.","DOI":"10.1016\/S0303-2647(97)01708-5"},{"key":"e_1_3_3_2_7_2","doi-asserted-by":"crossref","unstructured":"Dorigo Marco and Birattari Mauro and St\u00fctzle Thomas. 2006. Ant colony optimization: Artificial ants as a computational intelligence technique. IEEE Computational Intelligence Magazine 1 4 (2006) 28\u201339.","DOI":"10.1109\/CI-M.2006.248054"},{"key":"e_1_3_3_2_8_2","doi-asserted-by":"crossref","unstructured":"Dorigo Marco and Gambardella Luca Maria. 1997. Ant colony system: a cooperative learning approach to the traveling salesman problem. IEEE Transactions on evolutionary computation 1 1 (1997) 53\u201366.","DOI":"10.1109\/4235.585892"},{"key":"e_1_3_3_2_9_2","doi-asserted-by":"publisher","DOI":"10.5555\/647902.739129"},{"key":"e_1_3_3_2_10_2","doi-asserted-by":"publisher","DOI":"10.1002\/9780470512517"},{"key":"e_1_3_3_2_11_2","unstructured":"Ghosh Soumya K and Das Swagatam and Acharya Anirban and Nath Siddhartha. 2013. A hybrid ACO\u2013PSO algorithm for dynamic job shop scheduling. Applied Soft Computing 13 4 (2013) 1931\u20131942."},{"key":"e_1_3_3_2_12_2","doi-asserted-by":"publisher","DOI":"10.5555\/534133"},{"key":"e_1_3_3_2_13_2","doi-asserted-by":"crossref","unstructured":"James Kennedy and Russell\u00a0C. Eberhart. 1995. Particle Swarm Optimization. Proceedings of the IEEE International Conference on Neural Networks 4 1 (1995) 1942\u20131948.","DOI":"10.1109\/ICNN.1995.488968"},{"key":"e_1_3_3_2_14_2","first-page":"4104","volume-title":"Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics","author":"C. Kennedy, James and Eberhart, Russell","year":"1997","unstructured":"Kennedy, James and Eberhart, Russell C.1997. A discrete binary version of the particle swarm optimization. In Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics. IEEE, Caracas, Venezuela, 4104\u20134108."},{"key":"e_1_3_3_2_15_2","volume-title":"Computational optimization, methods and algorithms","author":"Xin-She Koziel, Slawomir and Yang,","year":"2011","unstructured":"Koziel, Slawomir and Yang, Xin-She. 2011. Computational optimization, methods and algorithms. Springer, Heidelberg, Germany."},{"key":"e_1_3_3_2_16_2","first-page":"29","volume-title":"IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics","author":"Vittorio\u00a0Maniezzo Alberto\u00a0Colorni Marco\u00a0Dorigo,","year":"1996","unstructured":"Alberto\u00a0Colorni Marco\u00a0Dorigo, Vittorio\u00a0Maniezzo. 1996. Ant system: Optimization by a colony of cooperating agents. In IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics, Vol.\u00a026. IEEE, New York, USA, 29\u201341."},{"key":"e_1_3_3_2_17_2","volume-title":"Ant Colony Optimization: Overview and Recent Advances","author":"Colorni Marco Dorigo, Vittorio Maniezzo, Alberto","year":"2019","unstructured":"Marco Dorigo, Vittorio Maniezzo, Alberto Colorni. 2019. Ant Colony Optimization: Overview and Recent Advances. Vol.\u00a0123. Springer, Heidelberg, Germany."},{"key":"e_1_3_3_2_18_2","unstructured":"Mavrovouniotis Michalis and Yang Shengxiang. 2013. Ant colony optimization with adaptive pheromone updating. Soft Computing 17 11 (2013) 2147\u20132170."},{"key":"e_1_3_3_2_19_2","doi-asserted-by":"crossref","unstructured":"Dan Simon. 2008. Biogeography-based optimization. IEEE Transactions on Evolutionary Computation 12 6 (2008) 702\u2013713.","DOI":"10.1109\/TEVC.2008.919004"},{"key":"e_1_3_3_2_20_2","doi-asserted-by":"crossref","unstructured":"Thomas St\u00fctzle and Holger\u00a0H Hoos. 2000. MAX\u2013MIN ant system. Future generation computer systems 16 8 (2000) 889\u2013914.","DOI":"10.1016\/S0167-739X(00)00043-1"},{"key":"e_1_3_3_2_21_2","doi-asserted-by":"publisher","DOI":"10.1109\/ISIP.2008.119"},{"key":"e_1_3_3_2_22_2","doi-asserted-by":"publisher","DOI":"10.1002\/9780470640425"},{"key":"e_1_3_3_2_23_2","doi-asserted-by":"crossref","unstructured":"Zhan Zhi-Hui and Zhang Jun and Li Yun and Chung Henry S.-H.2009. Adaptive particle swarm optimization. IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) 39 6 (2009) 1362\u20131381.","DOI":"10.1109\/TSMCB.2009.2015956"},{"key":"e_1_3_3_2_24_2","doi-asserted-by":"crossref","unstructured":"Zhang Guangquan and Li Xiaodong. 2010. A hybrid particle swarm optimization-ant colony optimization algorithm for job shop scheduling problem. Applied Soft Computing 10 2 (2010) 512\u2013518.","DOI":"10.1016\/j.asoc.2009.08.040"}],"event":{"name":"ISMSI 2025: 2025 9th International Conference on Intelligent Systems, Metaheuristics & Swarm Intelligence","acronym":"ISMSI 2025","location":"Tokyo Japan"},"container-title":["Proceedings of the 2025 9th International Conference on Intelligent Systems, Metaheuristics &amp; Swarm Intelligence"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3760622.3760655","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,11,25]],"date-time":"2025-11-25T12:56:05Z","timestamp":1764075365000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3760622.3760655"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,4,26]]},"references-count":23,"alternative-id":["10.1145\/3760622.3760655","10.1145\/3760622"],"URL":"https:\/\/doi.org\/10.1145\/3760622.3760655","relation":{},"subject":[],"published":{"date-parts":[[2025,4,26]]},"assertion":[{"value":"2025-11-25","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}