Pub Date : 2023-01-01DOI: 10.1504/ijcsm.2023.134568
Mingze Ma, Wenjun Wang, Xin Li
The artificial bee colony (ABC) has shown great potential among many swarm intelligence optimisation algorithms (SIOAs). However, ABC still shows deficiencies in some aspects. The weak exploitation ability makes the original ABC hard to achieve promising results when dealing with complex optimisation problems. The roulette selection method may not work at the late search stage. To make up for these deficiencies, a modified multi-population ABC with the nearest neighbourhood partition (namely NNPMABC) is proposed in this paper. Firstly, a novel partition method is used to divide the swarm into several subgroups. Then, three improved search strategies and a new selection method based on the nearest neighbour partition are designed. In addition, a new search strategy is constructed for the scout bee stage. To prove the effectiveness of NNPMABC, 22 benchmark problems are tested. Results show NNPMABC performs the best among six ABCs.
{"title":"Multi-population artificial bee colony algorithm based on the nearest neighbour partition","authors":"Mingze Ma, Wenjun Wang, Xin Li","doi":"10.1504/ijcsm.2023.134568","DOIUrl":"https://doi.org/10.1504/ijcsm.2023.134568","url":null,"abstract":"The artificial bee colony (ABC) has shown great potential among many swarm intelligence optimisation algorithms (SIOAs). However, ABC still shows deficiencies in some aspects. The weak exploitation ability makes the original ABC hard to achieve promising results when dealing with complex optimisation problems. The roulette selection method may not work at the late search stage. To make up for these deficiencies, a modified multi-population ABC with the nearest neighbourhood partition (namely NNPMABC) is proposed in this paper. Firstly, a novel partition method is used to divide the swarm into several subgroups. Then, three improved search strategies and a new selection method based on the nearest neighbour partition are designed. In addition, a new search strategy is constructed for the scout bee stage. To prove the effectiveness of NNPMABC, 22 benchmark problems are tested. Results show NNPMABC performs the best among six ABCs.","PeriodicalId":45487,"journal":{"name":"International Journal of Computing Science and Mathematics","volume":"2015 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135262346","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01DOI: 10.1504/ijcsm.2023.10057854
Yuhan Feng N.A.
{"title":"Tea disease recognition technology based on deep convolution neural network feature learning method","authors":"Yuhan Feng N.A.","doi":"10.1504/ijcsm.2023.10057854","DOIUrl":"https://doi.org/10.1504/ijcsm.2023.10057854","url":null,"abstract":"","PeriodicalId":45487,"journal":{"name":"International Journal of Computing Science and Mathematics","volume":"1 1","pages":""},"PeriodicalIF":0.8,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66728219","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Prediction model of hybrid recurrent neural network based on sequence decomposition","authors":"Yannian Wu, Longzhe Han, Changxiang Li, Jia-Wei Zhao, Lieyang Wu","doi":"10.1504/ijcsm.2023.10058083","DOIUrl":"https://doi.org/10.1504/ijcsm.2023.10058083","url":null,"abstract":"","PeriodicalId":45487,"journal":{"name":"International Journal of Computing Science and Mathematics","volume":"1 1","pages":""},"PeriodicalIF":0.8,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66728443","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01DOI: 10.1504/ijcsm.2023.10058371
G. Cheng, Yunzhe Hou, Jin-min Guo, Shuming Li
{"title":"Study on damage identification of aero-engine composite vane based on experimental modal parameters","authors":"G. Cheng, Yunzhe Hou, Jin-min Guo, Shuming Li","doi":"10.1504/ijcsm.2023.10058371","DOIUrl":"https://doi.org/10.1504/ijcsm.2023.10058371","url":null,"abstract":"","PeriodicalId":45487,"journal":{"name":"International Journal of Computing Science and Mathematics","volume":"31 1","pages":""},"PeriodicalIF":0.8,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66728558","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Numerical study on effects of branch numbers on vibration characteristics of engine fuel manifold system","authors":"Hongbo Peng, Guanbing Cheng, Haoyang Zhang, Yunzhe Hou","doi":"10.1504/ijcsm.2023.10058878","DOIUrl":"https://doi.org/10.1504/ijcsm.2023.10058878","url":null,"abstract":"","PeriodicalId":45487,"journal":{"name":"International Journal of Computing Science and Mathematics","volume":"1 1","pages":""},"PeriodicalIF":0.8,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66728642","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01DOI: 10.1504/ijcsm.2023.133516
M. Nabati, A. Barati, M. Jalalvand, J. Rashidinia
{"title":"Sinc collocation method: solution of a class of strongly nonlinear two-point boundary value problems","authors":"M. Nabati, A. Barati, M. Jalalvand, J. Rashidinia","doi":"10.1504/ijcsm.2023.133516","DOIUrl":"https://doi.org/10.1504/ijcsm.2023.133516","url":null,"abstract":"","PeriodicalId":45487,"journal":{"name":"International Journal of Computing Science and Mathematics","volume":"46 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135594500","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01DOI: 10.1504/ijcsm.2023.10060355
Li Peng, Fang Wang, Zhang Guozheng, Donghui Li, Yongdong Shi
{"title":"A Model of the Influence of Agricultural Customer Perceived Value","authors":"Li Peng, Fang Wang, Zhang Guozheng, Donghui Li, Yongdong Shi","doi":"10.1504/ijcsm.2023.10060355","DOIUrl":"https://doi.org/10.1504/ijcsm.2023.10060355","url":null,"abstract":"","PeriodicalId":45487,"journal":{"name":"International Journal of Computing Science and Mathematics","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135610177","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01DOI: 10.1504/ijcsm.2023.10059344
Vijesh V. Joshi, Shashank Bhardwaj, Sammedkumar Patil
{"title":"Applicability of double power law model for the statistical analysis of meteorological wind velocity time series data","authors":"Vijesh V. Joshi, Shashank Bhardwaj, Sammedkumar Patil","doi":"10.1504/ijcsm.2023.10059344","DOIUrl":"https://doi.org/10.1504/ijcsm.2023.10059344","url":null,"abstract":"","PeriodicalId":45487,"journal":{"name":"International Journal of Computing Science and Mathematics","volume":"263 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135653473","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01DOI: 10.1504/ijcsm.2023.10060147
Shengyu Han, Zhihao wei, Yajie Wang, Zhonghui Shi
{"title":"Research on Improving Mahjong Model Based on Deep Reinforcement Learning","authors":"Shengyu Han, Zhihao wei, Yajie Wang, Zhonghui Shi","doi":"10.1504/ijcsm.2023.10060147","DOIUrl":"https://doi.org/10.1504/ijcsm.2023.10060147","url":null,"abstract":"","PeriodicalId":45487,"journal":{"name":"International Journal of Computing Science and Mathematics","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135261947","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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