{"title":"基于仿真的优化适应度景观分析","authors":"Galina Merkuryeva, V. Bolshakovs","doi":"10.2478/v10143-010-0005-y","DOIUrl":null,"url":null,"abstract":"Simulation-Based Analysis of Fitness Landscape in Optimisation Simulation-based analysis of fitness landscape with application to optimisation problems is discussed in the paper. Methods of analysis of fitness landscapes and measures known in literature are reviewed. Procedure for simulation-based analysis of fitness landscape is introduced. Software prototype to perform this analysis is described. Case study for a vehicle scheduling problem with the time window constraints is given and demonstrates the main steps of fitness landscape analysis applied to simulation optimisation problem.","PeriodicalId":211660,"journal":{"name":"Sci. J. Riga Tech. Univ. Ser. Comput. Sci.","volume":"212 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2009-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Simulation-Based Analysis of Fitness Landscape in Optimisation\",\"authors\":\"Galina Merkuryeva, V. Bolshakovs\",\"doi\":\"10.2478/v10143-010-0005-y\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Simulation-Based Analysis of Fitness Landscape in Optimisation Simulation-based analysis of fitness landscape with application to optimisation problems is discussed in the paper. Methods of analysis of fitness landscapes and measures known in literature are reviewed. Procedure for simulation-based analysis of fitness landscape is introduced. Software prototype to perform this analysis is described. Case study for a vehicle scheduling problem with the time window constraints is given and demonstrates the main steps of fitness landscape analysis applied to simulation optimisation problem.\",\"PeriodicalId\":211660,\"journal\":{\"name\":\"Sci. J. Riga Tech. Univ. Ser. Comput. Sci.\",\"volume\":\"212 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2009-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Sci. J. Riga Tech. Univ. Ser. Comput. Sci.\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.2478/v10143-010-0005-y\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Sci. J. Riga Tech. Univ. Ser. Comput. Sci.","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.2478/v10143-010-0005-y","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Simulation-Based Analysis of Fitness Landscape in Optimisation
Simulation-Based Analysis of Fitness Landscape in Optimisation Simulation-based analysis of fitness landscape with application to optimisation problems is discussed in the paper. Methods of analysis of fitness landscapes and measures known in literature are reviewed. Procedure for simulation-based analysis of fitness landscape is introduced. Software prototype to perform this analysis is described. Case study for a vehicle scheduling problem with the time window constraints is given and demonstrates the main steps of fitness landscape analysis applied to simulation optimisation problem.
求助内容：
应助结果提醒方式：
京公网安备 11010802042870号
