{"title":"仿真优化研究进展","authors":"Zheng Da-zhong","doi":"10.1109/icit.2016.7474885","DOIUrl":null,"url":null,"abstract":"Simulation optimization with strong engineering background studies the optimization problem of simulation-based objectives, which is often of some hardness, such as stochastic nature, time- consuming and NP-hardness. Currently, simulation optimization has been a hot and new topic in the fields of system simulation, operational research and so on, especially in the field of discrete event dynamical systems. By analyzing the features of simulation optimization, a survey on the algorithms, improvements, applications and software of simulation optimization is provided and some further research contents and directions are presented.","PeriodicalId":34957,"journal":{"name":"控制与决策","volume":"19 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2003-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"15","resultStr":"{\"title\":\"Advances in simulation optimization\",\"authors\":\"Zheng Da-zhong\",\"doi\":\"10.1109/icit.2016.7474885\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Simulation optimization with strong engineering background studies the optimization problem of simulation-based objectives, which is often of some hardness, such as stochastic nature, time- consuming and NP-hardness. Currently, simulation optimization has been a hot and new topic in the fields of system simulation, operational research and so on, especially in the field of discrete event dynamical systems. By analyzing the features of simulation optimization, a survey on the algorithms, improvements, applications and software of simulation optimization is provided and some further research contents and directions are presented.\",\"PeriodicalId\":34957,\"journal\":{\"name\":\"控制与决策\",\"volume\":\"19 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2003-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"15\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"控制与决策\",\"FirstCategoryId\":\"1093\",\"ListUrlMain\":\"https://doi.org/10.1109/icit.2016.7474885\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"Mathematics\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"控制与决策","FirstCategoryId":"1093","ListUrlMain":"https://doi.org/10.1109/icit.2016.7474885","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"Mathematics","Score":null,"Total":0}
Simulation optimization with strong engineering background studies the optimization problem of simulation-based objectives, which is often of some hardness, such as stochastic nature, time- consuming and NP-hardness. Currently, simulation optimization has been a hot and new topic in the fields of system simulation, operational research and so on, especially in the field of discrete event dynamical systems. By analyzing the features of simulation optimization, a survey on the algorithms, improvements, applications and software of simulation optimization is provided and some further research contents and directions are presented.
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