{"title":"A Comparison of Hybrid Methods of the Krill Herd Algorithm","authors":"Ai Nurhayati, Aditya Gautama Darmoyono","doi":"10.1109/INCAE.2018.8579364","DOIUrl":null,"url":null,"abstract":"Krill herd algorithm is motivated by the movement of krill herd in the sea. It is a heuristic search method for finding global optimum value. This paper presents a comparison between a mix Krill Herd Quantum Particle Swarm Optimization (KHQPSO) algorithm, a Biogeography Krill Herd (BKH) algorithm and Harmony Search Krill Herd (HSKH) algorithm as a combination of Krill Herd algorithm. The results of the study prove that BKH has better performance than KHQPSO and HSKH algorithm for solving standard test functions.","PeriodicalId":387859,"journal":{"name":"2018 International Conference on Applied Engineering (ICAE)","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 International Conference on Applied Engineering (ICAE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/INCAE.2018.8579364","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
Krill herd algorithm is motivated by the movement of krill herd in the sea. It is a heuristic search method for finding global optimum value. This paper presents a comparison between a mix Krill Herd Quantum Particle Swarm Optimization (KHQPSO) algorithm, a Biogeography Krill Herd (BKH) algorithm and Harmony Search Krill Herd (HSKH) algorithm as a combination of Krill Herd algorithm. The results of the study prove that BKH has better performance than KHQPSO and HSKH algorithm for solving standard test functions.