Huu Dang Quoc, Loc Nguyen The, Cuong Nguyen Doan, Toan Phan Thanh
{"title":"New Cuckoo Search Algorithm for the Resource Constrained Project Scheduling Problem","authors":"Huu Dang Quoc, Loc Nguyen The, Cuong Nguyen Doan, Toan Phan Thanh","doi":"10.1109/RIVF48685.2020.9140728","DOIUrl":null,"url":null,"abstract":"The aim of this paper is to suggest novel Cuckoo Search algorithm to solving Multi-Skill Resource Constrained Project Scheduling Problem (MS -RCPSP). Our proposed evolutionary algorithm, which called CSM, inspired by Cuckoo Search algorithm. CSM fast converge to global extremum, moreover our algorithm also avoid getting trapped in local extremum. Experimental results and comparisons with conventional optimization algorithms show that the proposed Cuckoo Search algorithm can effectively enhance the searching efficiently.","PeriodicalId":171525,"journal":{"name":"Conference on Research, Innovation and Vision for the Future in Computing & Communication Technologies","volume":"2 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Conference on Research, Innovation and Vision for the Future in Computing & Communication Technologies","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/RIVF48685.2020.9140728","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1
Abstract
The aim of this paper is to suggest novel Cuckoo Search algorithm to solving Multi-Skill Resource Constrained Project Scheduling Problem (MS -RCPSP). Our proposed evolutionary algorithm, which called CSM, inspired by Cuckoo Search algorithm. CSM fast converge to global extremum, moreover our algorithm also avoid getting trapped in local extremum. Experimental results and comparisons with conventional optimization algorithms show that the proposed Cuckoo Search algorithm can effectively enhance the searching efficiently.