{"title":"基于遗传算法的电力有序利用优化方案自动生成方法","authors":"J. Huang, Qing-Lin Zuo, Fu-Lin Mu","doi":"10.1109/DASC.2013.40","DOIUrl":null,"url":null,"abstract":"The orderly power utilization management has become an important way to realize the reasonable distribution of the existing power resources. Currently, the formulation of orderly power utilization scheme mainly depends on the experiences of power experts. When the process has multifarious information and computation burdens, it is hard to formulate the orderly power utilization schemes timely and efficiently only depending on the experts. Hence, this paper proposes an automatic generation method of optimization scheme for orderly power utilization. The method involves the establishment of evaluation index system, calculation models and evaluation function, and searching for optimization scheme through the genetic algorithm. At last the simulation and experimental verification are performed. The results show that the proposed method can provide a powerful reference to the final scheme of orderly power utilization, thus achieving the goal of optimizing the allocation of resources and the maximization of social benefits.","PeriodicalId":179557,"journal":{"name":"2013 IEEE 11th International Conference on Dependable, Autonomic and Secure Computing","volume":"62 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2013-12-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"Automatic Generation Method of Optimization Scheme for Orderly Power Utilization Based on Genetic Algorithm\",\"authors\":\"J. Huang, Qing-Lin Zuo, Fu-Lin Mu\",\"doi\":\"10.1109/DASC.2013.40\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The orderly power utilization management has become an important way to realize the reasonable distribution of the existing power resources. Currently, the formulation of orderly power utilization scheme mainly depends on the experiences of power experts. When the process has multifarious information and computation burdens, it is hard to formulate the orderly power utilization schemes timely and efficiently only depending on the experts. Hence, this paper proposes an automatic generation method of optimization scheme for orderly power utilization. The method involves the establishment of evaluation index system, calculation models and evaluation function, and searching for optimization scheme through the genetic algorithm. At last the simulation and experimental verification are performed. The results show that the proposed method can provide a powerful reference to the final scheme of orderly power utilization, thus achieving the goal of optimizing the allocation of resources and the maximization of social benefits.\",\"PeriodicalId\":179557,\"journal\":{\"name\":\"2013 IEEE 11th International Conference on Dependable, Autonomic and Secure Computing\",\"volume\":\"62 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2013-12-21\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2013 IEEE 11th International Conference on Dependable, Autonomic and Secure Computing\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/DASC.2013.40\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2013 IEEE 11th International Conference on Dependable, Autonomic and Secure Computing","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/DASC.2013.40","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Automatic Generation Method of Optimization Scheme for Orderly Power Utilization Based on Genetic Algorithm
The orderly power utilization management has become an important way to realize the reasonable distribution of the existing power resources. Currently, the formulation of orderly power utilization scheme mainly depends on the experiences of power experts. When the process has multifarious information and computation burdens, it is hard to formulate the orderly power utilization schemes timely and efficiently only depending on the experts. Hence, this paper proposes an automatic generation method of optimization scheme for orderly power utilization. The method involves the establishment of evaluation index system, calculation models and evaluation function, and searching for optimization scheme through the genetic algorithm. At last the simulation and experimental verification are performed. The results show that the proposed method can provide a powerful reference to the final scheme of orderly power utilization, thus achieving the goal of optimizing the allocation of resources and the maximization of social benefits.