{"title":"多目标免疫遗传算法在梯级水库调度中的应用","authors":"Wang Shi-wu","doi":"10.3724/sp.j.1201.2011.01064","DOIUrl":null,"url":null,"abstract":"To improve the application effect of genetic algorithm in multi-objective optimization operation of cascade reservoirs,a new algorithm is developed by introducing the immune mechanism in standard genetic algorithm.Meanwhile,this multi-objective immune genetic algorithm was employed in the optimization operation of Zhougongzhai-Jiaokou cascade reservoirs.The results showed that the multi-objective immune genetic algorithm could overcome the disadvantages of standard genetic algorithm,such as low convergence speed,easily trapping into the local extremum and premature.","PeriodicalId":69826,"journal":{"name":"南水北调与水利科技","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2011-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Application of the Multi-objective Immune Genetic Algorithm in the Operation of Cascade Reservoirs\",\"authors\":\"Wang Shi-wu\",\"doi\":\"10.3724/sp.j.1201.2011.01064\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"To improve the application effect of genetic algorithm in multi-objective optimization operation of cascade reservoirs,a new algorithm is developed by introducing the immune mechanism in standard genetic algorithm.Meanwhile,this multi-objective immune genetic algorithm was employed in the optimization operation of Zhougongzhai-Jiaokou cascade reservoirs.The results showed that the multi-objective immune genetic algorithm could overcome the disadvantages of standard genetic algorithm,such as low convergence speed,easily trapping into the local extremum and premature.\",\"PeriodicalId\":69826,\"journal\":{\"name\":\"南水北调与水利科技\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2011-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"南水北调与水利科技\",\"FirstCategoryId\":\"1087\",\"ListUrlMain\":\"https://doi.org/10.3724/sp.j.1201.2011.01064\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"南水北调与水利科技","FirstCategoryId":"1087","ListUrlMain":"https://doi.org/10.3724/sp.j.1201.2011.01064","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Application of the Multi-objective Immune Genetic Algorithm in the Operation of Cascade Reservoirs
To improve the application effect of genetic algorithm in multi-objective optimization operation of cascade reservoirs,a new algorithm is developed by introducing the immune mechanism in standard genetic algorithm.Meanwhile,this multi-objective immune genetic algorithm was employed in the optimization operation of Zhougongzhai-Jiaokou cascade reservoirs.The results showed that the multi-objective immune genetic algorithm could overcome the disadvantages of standard genetic algorithm,such as low convergence speed,easily trapping into the local extremum and premature.
期刊介绍：
"South-to-North Water Transfers and Water Science and Technology" was founded in 2003, mainly publishing papers on water science, water engineering, water resources, water environment, water management, etc. The journal currently has the following columns: hydrology and water resources, ecology and environment, high-quality development of follow-up projects of South-to-North Water Transfers and construction of national water network, ecological protection and high-quality development of the Yellow River Basin, flood disasters and response, "dual carbon" and water conservancy technology, efficient utilization of agricultural water and soil resources, hydrogeology and engineering geology, etc.
The journal is now a Chinese core journal; a source journal for Chinese scientific and technological papers (Chinese core journals); a source journal for the Chinese Science Citation Database (CSCD); and a Chinese core academic journal (A) of RCCSE.
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