{"title":"从经验数据到数学模型:利用人口动态特征来描述叛乱","authors":"John A. Sokolowski, Catherine M. Banks","doi":"10.1145/1357910.1358085","DOIUrl":null,"url":null,"abstract":"Understanding the nature of insurgencies is critical to determining strategies for mitigating their effects. Modeling insurgencies is one method to provide a structured methodology to gain insight into the various characteristics of insurgencies. This study applied system dynamics to model insurgencies from both a regional and global population view. It used the system dynamics model to develop a population dynamics mathematical representation of insurgencies and the factors that control the flow of population members into and out of insurgency behavior. Pertinent factors were gathered through a systematic review of insurgencies throughout history. Additional review in the area of human behavior and group dynamics was also conducted to identify relevant factors. The study concluded that a system dynamics model could represent insurgency and counterinsurgency situations and that population dynamics was able to mathematically represent the system.","PeriodicalId":91410,"journal":{"name":"Summer Computer Simulation Conference : (SCSC 2014) : 2014 Summer Simulation Multi-Conference : Monterey, California, USA, 6-10 July 2014. Summer Computer Simulation Conference (2014 : Monterey, Calif.)","volume":"48 1","pages":"1120-1127"},"PeriodicalIF":0.0000,"publicationDate":"2007-07-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"10","resultStr":"{\"title\":\"From empirical data to mathematical model: using population dynamics to characterize insurgencies\",\"authors\":\"John A. Sokolowski, Catherine M. Banks\",\"doi\":\"10.1145/1357910.1358085\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Understanding the nature of insurgencies is critical to determining strategies for mitigating their effects. Modeling insurgencies is one method to provide a structured methodology to gain insight into the various characteristics of insurgencies. This study applied system dynamics to model insurgencies from both a regional and global population view. It used the system dynamics model to develop a population dynamics mathematical representation of insurgencies and the factors that control the flow of population members into and out of insurgency behavior. Pertinent factors were gathered through a systematic review of insurgencies throughout history. Additional review in the area of human behavior and group dynamics was also conducted to identify relevant factors. The study concluded that a system dynamics model could represent insurgency and counterinsurgency situations and that population dynamics was able to mathematically represent the system.\",\"PeriodicalId\":91410,\"journal\":{\"name\":\"Summer Computer Simulation Conference : (SCSC 2014) : 2014 Summer Simulation Multi-Conference : Monterey, California, USA, 6-10 July 2014. Summer Computer Simulation Conference (2014 : Monterey, Calif.)\",\"volume\":\"48 1\",\"pages\":\"1120-1127\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2007-07-16\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"10\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Summer Computer Simulation Conference : (SCSC 2014) : 2014 Summer Simulation Multi-Conference : Monterey, California, USA, 6-10 July 2014. Summer Computer Simulation Conference (2014 : Monterey, Calif.)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/1357910.1358085\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Summer Computer Simulation Conference : (SCSC 2014) : 2014 Summer Simulation Multi-Conference : Monterey, California, USA, 6-10 July 2014. Summer Computer Simulation Conference (2014 : Monterey, Calif.)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/1357910.1358085","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
From empirical data to mathematical model: using population dynamics to characterize insurgencies
Understanding the nature of insurgencies is critical to determining strategies for mitigating their effects. Modeling insurgencies is one method to provide a structured methodology to gain insight into the various characteristics of insurgencies. This study applied system dynamics to model insurgencies from both a regional and global population view. It used the system dynamics model to develop a population dynamics mathematical representation of insurgencies and the factors that control the flow of population members into and out of insurgency behavior. Pertinent factors were gathered through a systematic review of insurgencies throughout history. Additional review in the area of human behavior and group dynamics was also conducted to identify relevant factors. The study concluded that a system dynamics model could represent insurgency and counterinsurgency situations and that population dynamics was able to mathematically represent the system.