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International Journal of Bio-Inspired Computation最新文献

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Coke price prediction approach based on dense GRU and opposition-based learning salp swarm algorithm 基于密集GRU和基于对立学习的salp群算法的焦炭价格预测方法
3区 计算机科学
International Journal of Bio-Inspired Computation Pub Date : 2023-01-01 DOI: 10.1504/ijbic.2023.130549
Xuhui Zhu, Pingfan Xia, Qizhi He, Zhiwei Ni, Liping Ni
{"title":"Coke price prediction approach based on dense GRU and opposition-based learning salp swarm algorithm","authors":"Xuhui Zhu, Pingfan Xia, Qizhi He, Zhiwei Ni, Liping Ni","doi":"10.1504/ijbic.2023.130549","DOIUrl":"https://doi.org/10.1504/ijbic.2023.130549","url":null,"abstract":"Coke price prediction is critical for smart coking plants to make sensible production plan. The prediction of coke price fluctuations is a time-series problem, and gated recurrent unit (GRU) performs well on dealing with it. Meanwhile, densely connected GRU can improve the information flow of time-series data, but its key parameters are sensitive. Therefore, a novel coke price prediction method, named DGOLSCPP, is proposed using dense GRU (DGRU) and opposition-based learning salp swarm algorithm (OLSSA). Firstly, a model with two layers stacked DGRU is constructed for capturing deeper features. Secondly, OLSSA is proposed by introducing opposition-based learning, following and stochastic walk operation for enhancing searching ability. Finally, OLSSA is employed to adjust the key parameters of DGRU for winning the accurate predictive results. Experimental results on two real-world coke price datasets from a certain smart coking plant suggest DGOLSCPP outperforms other competitive methods.","PeriodicalId":49059,"journal":{"name":"International Journal of Bio-Inspired Computation","volume":"231 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":"135637164","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Gradient-free adversarial attack algorithm based on differential evolution 基于差分进化的无梯度对抗攻击算法
IF 3.5 3区 计算机科学
International Journal of Bio-Inspired Computation Pub Date : 2023-01-01 DOI: 10.1504/ijbic.2023.10057225
Zechao Liu, Sizhao Li, Zhang Guoyin, Qingan Da, Wenshan Wang
{"title":"Gradient-free adversarial attack algorithm based on differential evolution","authors":"Zechao Liu, Sizhao Li, Zhang Guoyin, Qingan Da, Wenshan Wang","doi":"10.1504/ijbic.2023.10057225","DOIUrl":"https://doi.org/10.1504/ijbic.2023.10057225","url":null,"abstract":"","PeriodicalId":49059,"journal":{"name":"International Journal of Bio-Inspired Computation","volume":"51 1","pages":""},"PeriodicalIF":3.5,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84327566","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Power quality improvement for microgrid-connected PV-based converters under partial shading conditions using mixed optimization algorithms 基于混合优化算法的部分遮阳条件下微并网pv变流器电能质量改进
IF 3.5 3区 计算机科学
International Journal of Bio-Inspired Computation Pub Date : 2023-01-01 DOI: 10.1504/ijbic.2023.10057232
R. Mohanty, D. Chatterjee, S. Suman
{"title":"Power quality improvement for microgrid-connected PV-based converters under partial shading conditions using mixed optimization algorithms","authors":"R. Mohanty, D. Chatterjee, S. Suman","doi":"10.1504/ijbic.2023.10057232","DOIUrl":"https://doi.org/10.1504/ijbic.2023.10057232","url":null,"abstract":"","PeriodicalId":49059,"journal":{"name":"International Journal of Bio-Inspired Computation","volume":"9 1","pages":""},"PeriodicalIF":3.5,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88128246","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Improved whale social optimisation algorithm and deep fuzzy clustering for optimal and QoS-aware load balancing in cloud computing 改进的鲸鱼社会优化算法和深度模糊聚类，用于云计算中最优和qos感知的负载平衡
3区 计算机科学
International Journal of Bio-Inspired Computation Pub Date : 2023-01-01 DOI: 10.1504/ijbic.2023.133508
Shelly Shiju George, R. Suji Pramila
{"title":"Improved whale social optimisation algorithm and deep fuzzy clustering for optimal and QoS-aware load balancing in cloud computing","authors":"Shelly Shiju George, R. Suji Pramila","doi":"10.1504/ijbic.2023.133508","DOIUrl":"https://doi.org/10.1504/ijbic.2023.133508","url":null,"abstract":"","PeriodicalId":49059,"journal":{"name":"International Journal of Bio-Inspired Computation","volume":"82 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":"135556362","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A novel binary multi-swarms fruit fly optimisation algorithm for the 0-1 multidimensional knapsack problem 一种新的二元多群果蝇0-1多维背包问题优化算法
3区 计算机科学
International Journal of Bio-Inspired Computation Pub Date : 2023-01-01 DOI: 10.1504/ijbic.2023.129982
Xin Du, Jiawei Zhou, Youcong Ni, Wentao Liu, Ruliang Xiao, Xiuli Wu
{"title":"A novel binary multi-swarms fruit fly optimisation algorithm for the 0-1 multidimensional knapsack problem","authors":"Xin Du, Jiawei Zhou, Youcong Ni, Wentao Liu, Ruliang Xiao, Xiuli Wu","doi":"10.1504/ijbic.2023.129982","DOIUrl":"https://doi.org/10.1504/ijbic.2023.129982","url":null,"abstract":"","PeriodicalId":49059,"journal":{"name":"International Journal of Bio-Inspired Computation","volume":"30 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":"135585122","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Kernel Code for DNA Digital Data Storage DNA数字数据存储的核心代码
3区 计算机科学
International Journal of Bio-Inspired Computation Pub Date : 2023-01-01 DOI: 10.1504/ijbic.2023.10059186
Selvakumar R, NallappaBhavithran G
{"title":"Kernel Code for DNA Digital Data Storage","authors":"Selvakumar R, NallappaBhavithran G","doi":"10.1504/ijbic.2023.10059186","DOIUrl":"https://doi.org/10.1504/ijbic.2023.10059186","url":null,"abstract":"","PeriodicalId":49059,"journal":{"name":"International Journal of Bio-Inspired Computation","volume":"28 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":"135496540","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Research on emergence mechanism of collective intelligence from the complexity perspective 复杂性视角下的集体智慧产生机制研究
3区 计算机科学
International Journal of Bio-Inspired Computation Pub Date : 2023-01-01 DOI: 10.1504/ijbic.2023.133500
Renbin Xiao, Zhenhui Feng, Bowen Wu
{"title":"Research on emergence mechanism of collective intelligence from the complexity perspective","authors":"Renbin Xiao, Zhenhui Feng, Bowen Wu","doi":"10.1504/ijbic.2023.133500","DOIUrl":"https://doi.org/10.1504/ijbic.2023.133500","url":null,"abstract":"This paper explores the emergence mechanism of collective intelligence (CI) from the complexity perspective. It begins with a comparison of the main features based on the two basic stages of CI, i.e., CI 1.0 (swarm intelligence) and CI 2.0 (crowd intelligence). Considering the connection mechanism between the two stages is still unclear, we would regard higher organism group behaviours as the transition between lower organism group behaviours to crowd behaviours. Accordingly, the bionic prototypes of CI can be classified into three categories: lower organisms, higher organisms and humans. This paper first refined the emergence mechanisms of CI in lower organisms represented by labour division, i.e., stimulus-response mechanism and activation-inhibition mechanism. Subsequently, the higher organism emergence mechanism was revealed, which is the attraction-repulsion mechanism based on roles division and perception driven. Furthermore, the emergence mechanism of crowd intelligence at the perceptual level and cognitive level are presented respectively, by means of process evolutionary description based on the attraction-repulsion mechanism. Finally, the research gives a holistic illustration of the emergence mechanism of CI.","PeriodicalId":49059,"journal":{"name":"International Journal of Bio-Inspired Computation","volume":"3 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":"135555731","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Fr-ROA: Trust aware routing using fractional Remora Optimization Algorithm for secure communication in IoT Fr-ROA:基于分数remoa优化算法的物联网安全通信信任感知路由
3区 计算机科学
International Journal of Bio-Inspired Computation Pub Date : 2023-01-01 DOI: 10.1504/ijbic.2023.10059274
Kameswara Rao M, Mohan Kumar Chandol
{"title":"Fr-ROA: Trust aware routing using fractional Remora Optimization Algorithm for secure communication in IoT","authors":"Kameswara Rao M, Mohan Kumar Chandol","doi":"10.1504/ijbic.2023.10059274","DOIUrl":"https://doi.org/10.1504/ijbic.2023.10059274","url":null,"abstract":"","PeriodicalId":49059,"journal":{"name":"International Journal of Bio-Inspired Computation","volume":"274 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":"135600737","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Deep convolutional neural network applied to Trypanosoma cruzi detection in blood samples 深度卷积神经网络在克氏锥虫血液检测中的应用
IF 3.5 3区 计算机科学
International Journal of Bio-Inspired Computation Pub Date : 2022-01-01 DOI: 10.1504/ijbic.2022.10044882
J. G. M. Soares, Pedro C. C. Pinto, J. Gomes, N. Nedjah, D. Vanzan, A. Pyrrho, André S. Pereira, Leonardo O. Mazza
{"title":"Deep convolutional neural network applied to Trypanosoma cruzi detection in blood samples","authors":"J. G. M. Soares, Pedro C. C. Pinto, J. Gomes, N. Nedjah, D. Vanzan, A. Pyrrho, André S. Pereira, Leonardo O. Mazza","doi":"10.1504/ijbic.2022.10044882","DOIUrl":"https://doi.org/10.1504/ijbic.2022.10044882","url":null,"abstract":"","PeriodicalId":49059,"journal":{"name":"International Journal of Bio-Inspired Computation","volume":"5 1","pages":""},"PeriodicalIF":3.5,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87508373","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
Neighbourhood-Based Small-World Networks Differential Evolution with Novelty Search Strategy 基于新颖性搜索策略的邻域小世界网络差异演化
IF 3.5 3区 计算机科学
International Journal of Bio-Inspired Computation Pub Date : 2022-01-01 DOI: 10.1504/ijbic.2022.10054188
L. Ling, Y. Huang, Wu Huafang
{"title":"Neighbourhood-Based Small-World Networks Differential Evolution with Novelty Search Strategy","authors":"L. Ling, Y. Huang, Wu Huafang","doi":"10.1504/ijbic.2022.10054188","DOIUrl":"https://doi.org/10.1504/ijbic.2022.10054188","url":null,"abstract":"","PeriodicalId":49059,"journal":{"name":"International Journal of Bio-Inspired Computation","volume":"2 1","pages":""},"PeriodicalIF":3.5,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83292467","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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