{"title":"专家分配问题的自适应并行遗传算法","authors":"Junqing Li, Juping Peng, Ying Wei","doi":"10.1109/ISCID.2013.13","DOIUrl":null,"url":null,"abstract":"As an evaluation method, peer review is used in many business fields. The quality of experts appointed will affect the results of the final evaluation since experts' expertise will have a direct impact on evaluation. This paper first analyzes the problem of expert assignment, then researches on its mathematical model and how to get the optimal Pareto, and finally discusses the feasibility of solving the problem of expert assignment through the application of genetic algorithms. It mainly discusses how to solve APGA in the expert assignment process, and then gives out the process of APGA solution to the problem. The test proved that the APGA can effectively solve expert assignment problem. The same time, and random search algorithm and genetic algorithm (SGA) to assign the results of APGA in the convergence speed and search ability has obvious advantages.","PeriodicalId":297027,"journal":{"name":"2013 Sixth International Symposium on Computational Intelligence and Design","volume":"34 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2013-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"Adaptive Parallel Genetic Algorithm for Expert Assignment Problem\",\"authors\":\"Junqing Li, Juping Peng, Ying Wei\",\"doi\":\"10.1109/ISCID.2013.13\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"As an evaluation method, peer review is used in many business fields. The quality of experts appointed will affect the results of the final evaluation since experts' expertise will have a direct impact on evaluation. This paper first analyzes the problem of expert assignment, then researches on its mathematical model and how to get the optimal Pareto, and finally discusses the feasibility of solving the problem of expert assignment through the application of genetic algorithms. It mainly discusses how to solve APGA in the expert assignment process, and then gives out the process of APGA solution to the problem. The test proved that the APGA can effectively solve expert assignment problem. The same time, and random search algorithm and genetic algorithm (SGA) to assign the results of APGA in the convergence speed and search ability has obvious advantages.\",\"PeriodicalId\":297027,\"journal\":{\"name\":\"2013 Sixth International Symposium on Computational Intelligence and Design\",\"volume\":\"34 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2013-10-28\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2013 Sixth International Symposium on Computational Intelligence and Design\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ISCID.2013.13\",\"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 Sixth International Symposium on Computational Intelligence and Design","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISCID.2013.13","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Adaptive Parallel Genetic Algorithm for Expert Assignment Problem
As an evaluation method, peer review is used in many business fields. The quality of experts appointed will affect the results of the final evaluation since experts' expertise will have a direct impact on evaluation. This paper first analyzes the problem of expert assignment, then researches on its mathematical model and how to get the optimal Pareto, and finally discusses the feasibility of solving the problem of expert assignment through the application of genetic algorithms. It mainly discusses how to solve APGA in the expert assignment process, and then gives out the process of APGA solution to the problem. The test proved that the APGA can effectively solve expert assignment problem. The same time, and random search algorithm and genetic algorithm (SGA) to assign the results of APGA in the convergence speed and search ability has obvious advantages.