{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,2]],"date-time":"2026-05-02T07:09:14Z","timestamp":1777705754417,"version":"3.51.4"},"reference-count":20,"publisher":"SAGE Publications","issue":"5","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IFS"],"published-print":{"date-parts":[[2023,5,4]]},"abstract":"<jats:p>In recent years, with the continuous occurrence of natural disasters, people have gradually realized the importance of improving emergency response capability, and the weight of time constraints for rational allocation of emergency materials has gradually increased. Therefore, a high-dimensional collaborative allocation method of disaster materials with time window constraints is studied. A high-dimensional collaborative distribution model of disaster materials with time window constraints is constructed by combining four dimensional decision-making indexes: maximizing the satisfaction of material demand, fairness of material distribution and minimizing the total cost of expected emergency response; Build SPEA2\u200a+\u200aSDE hybrid algorithm, solve the model and output the optimal solution set. The simulation results show that this method can have the ability of high-dimensional distribution of disaster materials, obtain the output of the optimal distribution scheme set of disaster materials, and the material satisfaction is more than 0.70. Under the condition of minimum distribution cost, the distribution of disaster materials can be completed.<\/jats:p>","DOI":"10.3233\/jifs-224428","type":"journal-article","created":{"date-parts":[[2023,2,3]],"date-time":"2023-02-03T11:16:01Z","timestamp":1675422961000},"page":"7543-7552","source":"Crossref","is-referenced-by-count":2,"title":["Simulation of high-dimensional collaborative distribution of disaster materials with time window constraints"],"prefix":"10.1177","volume":"44","author":[{"given":"Baohua","family":"Xu","sequence":"first","affiliation":[{"name":"State Grid Anhui Procurement Company, Anhui, Hefei, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jiayu","family":"Chen","sequence":"additional","affiliation":[{"name":"State Grid Anhui Procurement Company, Anhui, Hefei, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhi","family":"Li","sequence":"additional","affiliation":[{"name":"Anhui Jiyuan Software Co., Ltd., Anhui, Hefei, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tao","family":"Yang","sequence":"additional","affiliation":[{"name":"State Grid Anhui Procurement Company, Anhui, Hefei, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"179","reference":[{"issue":"002","key":"10.3233\/JIFS-224428_ref1","first-page":"356","article-title":"Many-objective Evolutionary Algorithm Based on Decomposition and Coevolution[J]","volume":"031","author":"Xie","year":"2020","journal-title":"Journal of Software"},{"issue":"003","key":"10.3233\/JIFS-224428_ref2","first-page":"332","article-title":"Demand predicting of emergency supplies for flood disaster based on IACO-BP algorithm[J]","volume":"41","author":"Liu","year":"2019","journal-title":"Journal of Shenyang University of Technology"},{"issue":"07","key":"10.3233\/JIFS-224428_ref3","first-page":"73","article-title":"et al., Optimization method study of fresh good logistics distribution based on time window and temperature control[J]","volume":"35","author":"Wang","year":"2020","journal-title":"Control and Decision"},{"key":"10.3233\/JIFS-224428_ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TTE.2022.3204843"},{"issue":"04","key":"10.3233\/JIFS-224428_ref5","doi-asserted-by":"crossref","first-page":"118795","DOI":"10.1016\/j.apenergy.2022.118795","article-title":"An adaptive boosting charging strategy optimization based on thermoelectric-aging model, surrogates and multi-objective optimization[J]","volume":"312","author":"Su","year":"2022","journal-title":"Applied Energy"},{"issue":"03","key":"10.3233\/JIFS-224428_ref6","first-page":"43","article-title":"Multi-period Optimization Model of Multi-type Emergency Materials Allocation Based on Fuzzy Information[J]","volume":"28","author":"Wang","year":"2020","journal-title":"Chinese Journal of Management Science"},{"issue":"05","key":"10.3233\/JIFS-224428_ref7","first-page":"27","article-title":"Research on allocation of emergency material based on bi-level programming[J]","volume":"16","author":"Zheng","year":"2020","journal-title":"Journal of Safety Science and Technology"},{"issue":"09","key":"10.3233\/JIFS-224428_ref8","first-page":"210","article-title":"Modeling and solving multi-phase allocation and scheduling of emergency relief supplies[J]","volume":"34","author":"Liu","year":"2019","journal-title":"Control and Decision"},{"issue":"01","key":"10.3233\/JIFS-224428_ref9","first-page":"1","article-title":"An online optimization approach for post-disaster relief distribution with online blocked edges[J]","volume":"137","author":"Akbari","year":"2022","journal-title":"Computers & Operations Research"},{"issue":"1","key":"10.3233\/JIFS-224428_ref10","first-page":"1","article-title":"Geographical information system for disaster relief distribution on natural disaster response[J]","volume":"708","author":"Meilani","year":"2021","journal-title":"IOP Conference Series: Earth and Environmental Science"},{"issue":"7","key":"10.3233\/JIFS-224428_ref11","first-page":"3654","article-title":"The improvement of disaster relief distribution by accommodating internet of things (Iot) real-time data[J]","volume":"29","author":"Dachyar","year":"2020","journal-title":"International Journal of Advanced Science and Technology"},{"issue":"04","key":"10.3233\/JIFS-224428_ref12","first-page":"702","article-title":"Dynamic Demand Forecast of Emergency Materials for Flood Disasters Based on Improved GM (1,1) Model[J]","volume":"31","author":"Hu","year":"2019","journal-title":"Journal of System Simulation"},{"issue":"02","key":"10.3233\/JIFS-224428_ref13","first-page":"5","article-title":"Study on multi-stage distribution of emergency materials in disaster rescue based on people\u2019s psychological perception[J]","volume":"016","author":"Zhu","year":"2020","journal-title":"Journal of Safety Science and Technology"},{"issue":"08","key":"10.3233\/JIFS-224428_ref14","first-page":"162","article-title":"The Model of Joint Relief Supplies Pre-positioning by the Governmentand Two Suppliers Based on Option Contractsand Suppliers\u2019 Profits Allocation Mechanism[J]","volume":"28","author":"Liu","year":"2020","journal-title":"Chinese Journal of Management Science"},{"issue":"02","key":"10.3233\/JIFS-224428_ref15","first-page":"340","article-title":"Research on Estimation Method of Anchorage Stone Displace Based on Buoy Drift Telemetry[J]","volume":"46","author":"Li","year":"2022","journal-title":"Journal of Wuhan University of Technology (Transportation Science & Engineering)"},{"issue":"04","key":"10.3233\/JIFS-224428_ref16","first-page":"1072","article-title":"Master production plan of parallel casting workshop based on improved SPEA 2[J]","volume":"27","author":"Li","year":"2021","journal-title":"Computer Integrated Manufacturing Systems"},{"issue":"10","key":"10.3233\/JIFS-224428_ref17","first-page":"175","article-title":"Optimization model and algorithm of emergency supplies allocation-transportation in earthquake disasters[J]","volume":"30","author":"Lin","year":"2020","journal-title":"China Safety Science Journal"},{"issue":"02","key":"10.3233\/JIFS-224428_ref18","first-page":"5","article-title":"Study on multi-stage distribution of emergency materials in disaster rescue based on people\u2019s psychological perception[J]","volume":"16","author":"Zhu","year":"2020","journal-title":"Journal of Safety Science and Technology"},{"issue":"12","key":"10.3233\/JIFS-224428_ref19","first-page":"141","article-title":"Emergency material allocation in consideration of resource and time window constraints[J]","volume":"29","author":"Lv","year":"2019","journal-title":"China Safety Science Journal"},{"issue":"07","key":"10.3233\/JIFS-224428_ref20","first-page":"177","article-title":"Emergency supplies distribution model considering psychological impact of supplies damage[J]","volume":"30","author":"Song","year":"2020","journal-title":"China Safety Science Journal"}],"container-title":["Journal of Intelligent &amp; Fuzzy Systems"],"original-title":[],"link":[{"URL":"https:\/\/content.iospress.com\/download?id=10.3233\/JIFS-224428","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,29]],"date-time":"2026-04-29T09:45:06Z","timestamp":1777455906000},"score":1,"resource":{"primary":{"URL":"https:\/\/journals.sagepub.com\/doi\/full\/10.3233\/JIFS-224428"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,5,4]]},"references-count":20,"journal-issue":{"issue":"5"},"URL":"https:\/\/doi.org\/10.3233\/jifs-224428","relation":{},"ISSN":["1064-1246","1875-8967"],"issn-type":[{"value":"1064-1246","type":"print"},{"value":"1875-8967","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,5,4]]}}}