{"title":"IPOMOEA:在R中使用多目标进化算法的预期包定位","authors":"M. El-Dosuky","doi":"10.7287/peerj.preprints.27656v1","DOIUrl":null,"url":null,"abstract":"Programmers’ lack of familiarity with what is available in packages may prompt them to reinvent the wheel. This is generally the case in any programming language, but it is a matter of madness with a language described as difficult even by professionals supporting it such as R. In R Cookbook, says: “But R can be frustrating. It’s not obvious how to accomplish many tasks, even simple ones.” IPOMOEA is a code that has been written to mitigate this problem. It helps R language developers determine how to perform a specific task, by automating the search in R site for all packages that are likely to contribute to the task implementation. After that, IPOMOEA determines a partial set of results to be the intended package using multi-objective evolutionary algorithm NSGA-II . Not only does it specify the intended package, but also it helps orient programmers and manage packages. Keywords:","PeriodicalId":93040,"journal":{"name":"PeerJ preprints","volume":"1 1","pages":"e27656"},"PeriodicalIF":0.0000,"publicationDate":"2019-04-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"IPOMOEA: Intended package orientation using multi-objective evolutionary algorithm in R\",\"authors\":\"M. El-Dosuky\",\"doi\":\"10.7287/peerj.preprints.27656v1\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Programmers’ lack of familiarity with what is available in packages may prompt them to reinvent the wheel. This is generally the case in any programming language, but it is a matter of madness with a language described as difficult even by professionals supporting it such as R. In R Cookbook, says: “But R can be frustrating. It’s not obvious how to accomplish many tasks, even simple ones.” IPOMOEA is a code that has been written to mitigate this problem. It helps R language developers determine how to perform a specific task, by automating the search in R site for all packages that are likely to contribute to the task implementation. After that, IPOMOEA determines a partial set of results to be the intended package using multi-objective evolutionary algorithm NSGA-II . Not only does it specify the intended package, but also it helps orient programmers and manage packages. Keywords:\",\"PeriodicalId\":93040,\"journal\":{\"name\":\"PeerJ preprints\",\"volume\":\"1 1\",\"pages\":\"e27656\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-04-16\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"PeerJ preprints\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.7287/peerj.preprints.27656v1\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"PeerJ preprints","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.7287/peerj.preprints.27656v1","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
IPOMOEA: Intended package orientation using multi-objective evolutionary algorithm in R
Programmers’ lack of familiarity with what is available in packages may prompt them to reinvent the wheel. This is generally the case in any programming language, but it is a matter of madness with a language described as difficult even by professionals supporting it such as R. In R Cookbook, says: “But R can be frustrating. It’s not obvious how to accomplish many tasks, even simple ones.” IPOMOEA is a code that has been written to mitigate this problem. It helps R language developers determine how to perform a specific task, by automating the search in R site for all packages that are likely to contribute to the task implementation. After that, IPOMOEA determines a partial set of results to be the intended package using multi-objective evolutionary algorithm NSGA-II . Not only does it specify the intended package, but also it helps orient programmers and manage packages. Keywords: