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Based on the multiechelon supply network and the improved, the dynasty joint model was built. The supply scheme in every period with the objective of minimum total costs is obtained. Considering the complexity of the model, the improved particle swarm optimization algorithm combining the adaptive inertia weight and grading penalty function is adopted to calculate this model and optimize the spare part problems in various environments.<\/jats:p>","DOI":"10.1155\/2021\/7621692","type":"journal-article","created":{"date-parts":[[2021,9,1]],"date-time":"2021-09-01T02:20:13Z","timestamp":1630462813000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["A Joint Optimization Model of (<i>s<\/i>, <i>S<\/i>) Inventory and Supply Strategy Using an Improved PSO\u2010Based Algorithm"],"prefix":"10.1155","volume":"2021","author":[{"given":"Huayang","family":"Deng","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5385-4988","authenticated-orcid":false,"given":"Quan","family":"Shi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yadong","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","published-online":{"date-parts":[[2021,8,31]]},"reference":[{"key":"e_1_2_10_1_2","doi-asserted-by":"publisher","DOI":"10.1287\/opre.34.2.311"},{"key":"e_1_2_10_2_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2017.04.040"},{"key":"e_1_2_10_3_2","doi-asserted-by":"publisher","DOI":"10.1016\/S0305-0548(02)00125-9"},{"volume-title":"Spare Parts Supply Science","year":"2013","author":"Min R.","key":"e_1_2_10_4_2"},{"key":"e_1_2_10_5_2","doi-asserted-by":"publisher","DOI":"10.1080\/05695557308974918"},{"key":"e_1_2_10_6_2","doi-asserted-by":"publisher","DOI":"10.1287\/mnsc.44.12.S243"},{"key":"e_1_2_10_7_2","doi-asserted-by":"publisher","DOI":"10.1080\/00207727708942104"},{"key":"e_1_2_10_8_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2018.01.019"},{"key":"e_1_2_10_9_2","doi-asserted-by":"publisher","DOI":"10.1287\/opre.16.1.122"},{"key":"e_1_2_10_10_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2003.06.026"},{"key":"e_1_2_10_11_2","doi-asserted-by":"publisher","DOI":"10.1287\/opre.49.1.79.11188"},{"key":"e_1_2_10_12_2","doi-asserted-by":"publisher","DOI":"10.1016\/S0925-5273(01)00174-8"},{"key":"e_1_2_10_13_2","doi-asserted-by":"publisher","DOI":"10.1287\/msom.5.1.37.12761"},{"key":"e_1_2_10_14_2","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2948859"},{"key":"e_1_2_10_15_2","doi-asserted-by":"publisher","DOI":"10.1007\/s00134-009-1650-x"},{"key":"e_1_2_10_16_2","doi-asserted-by":"publisher","DOI":"10.1007\/s00291-004-0190-6"},{"key":"e_1_2_10_17_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2009.01.058"},{"key":"e_1_2_10_18_2","doi-asserted-by":"publisher","DOI":"10.1080\/07408179408966599"},{"key":"e_1_2_10_19_2","doi-asserted-by":"publisher","DOI":"10.1287\/opre.32.5.1019"},{"key":"e_1_2_10_20_2","doi-asserted-by":"publisher","DOI":"10.1287\/opre.1040.0140"},{"key":"e_1_2_10_21_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.cor.2020.104884"},{"key":"e_1_2_10_22_2","doi-asserted-by":"publisher","DOI":"10.1007\/s13369-020-05050-z"},{"key":"e_1_2_10_23_2","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-020-05601-3"},{"key":"e_1_2_10_24_2","doi-asserted-by":"publisher","DOI":"10.5120\/2396-3183"},{"key":"e_1_2_10_25_2","doi-asserted-by":"publisher","DOI":"10.1109\/4235.985692"},{"key":"e_1_2_10_26_2","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCB.2008.925757"},{"key":"e_1_2_10_27_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-24854-5_72"},{"key":"e_1_2_10_28_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2017.07.058"},{"key":"e_1_2_10_29_2","first-page":"1799","article-title":"Model of spare part fill rate for systems of various structures and optimization method","volume":"33","author":"Ruan M. 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