{"title":"基于遗传算法的多目标时间表调度","authors":"G. George","doi":"10.30534/IJNS/2019/23832019","DOIUrl":null,"url":null,"abstract":"Scheduling the class periods using traditional methods like using online spreadsheets is complex and time consuming. The complexity increases with multiple subject, student and teachers as the requirements become more complex. It is difficult to manage subjects with multiple teachers or forming student groups and assigning teachers. In addition, priority of subjects or teachers, class hours are not considered for scheduling. Class scheduling using genetic algorithm, has been developed to schedule class rooms considering various resources and parameters. The proposed algorithm accepts various parameters like priority values for teachers and subjects or class hours and give the best solution. Our new system makes the classroom scheduling easier and also reduce the time required for scheduling.","PeriodicalId":45170,"journal":{"name":"International Journal of Communication Networks and Distributed Systems","volume":"1 1","pages":""},"PeriodicalIF":1.0000,"publicationDate":"2019-05-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Multi Objective Time Table Scheduling Using Genetic Algorithm\",\"authors\":\"G. George\",\"doi\":\"10.30534/IJNS/2019/23832019\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Scheduling the class periods using traditional methods like using online spreadsheets is complex and time consuming. The complexity increases with multiple subject, student and teachers as the requirements become more complex. It is difficult to manage subjects with multiple teachers or forming student groups and assigning teachers. In addition, priority of subjects or teachers, class hours are not considered for scheduling. Class scheduling using genetic algorithm, has been developed to schedule class rooms considering various resources and parameters. The proposed algorithm accepts various parameters like priority values for teachers and subjects or class hours and give the best solution. Our new system makes the classroom scheduling easier and also reduce the time required for scheduling.\",\"PeriodicalId\":45170,\"journal\":{\"name\":\"International Journal of Communication Networks and Distributed Systems\",\"volume\":\"1 1\",\"pages\":\"\"},\"PeriodicalIF\":1.0000,\"publicationDate\":\"2019-05-15\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Journal of Communication Networks and Distributed Systems\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.30534/IJNS/2019/23832019\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"COMPUTER SCIENCE, INFORMATION SYSTEMS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Communication Networks and Distributed Systems","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.30534/IJNS/2019/23832019","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"COMPUTER SCIENCE, INFORMATION SYSTEMS","Score":null,"Total":0}
Multi Objective Time Table Scheduling Using Genetic Algorithm
Scheduling the class periods using traditional methods like using online spreadsheets is complex and time consuming. The complexity increases with multiple subject, student and teachers as the requirements become more complex. It is difficult to manage subjects with multiple teachers or forming student groups and assigning teachers. In addition, priority of subjects or teachers, class hours are not considered for scheduling. Class scheduling using genetic algorithm, has been developed to schedule class rooms considering various resources and parameters. The proposed algorithm accepts various parameters like priority values for teachers and subjects or class hours and give the best solution. Our new system makes the classroom scheduling easier and also reduce the time required for scheduling.
期刊介绍:
IJCNDS aims to improve the state-of-the-art of worldwide research in communication networks and distributed systems and to address the various methodologies, tools, techniques, algorithms and results. It is not limited to networking issues in telecommunications; network problems in other application domains such as biological networks, social networks, and chemical networks will also be considered. This feature helps in promoting interdisciplinary research in these areas.