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Genetic Programming and Evolvable Machines最新文献

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Introducing Design Automation for Quantum Computing, Alwin Zulehner and Robert Wille. ISBN 978-3-030-41753-6, 2020, Springer International Publishing. 222 Pages, 51 b/w illustrations, 14 illustrations in colour 介绍量子计算的设计自动化，Alwin Zulehner和Robert Wille。ISBN 978-3-030-41753-6, 2020，施普林格国际出版，222页，51 b/w插图，14彩色插图
IF 2.6 3区 计算机科学
Genetic Programming and Evolvable Machines Pub Date : 2021-07-13 DOI: 10.1007/s10710-021-09407-7
R. Harper
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引用次数: 1
Evolving hierarchical memory-prediction machines in multi-task reinforcement learning 多任务强化学习中的进化层次记忆预测机
IF 2.6 3区 计算机科学
Genetic Programming and Evolvable Machines Pub Date : 2021-06-23 DOI: 10.1007/s10710-021-09418-4
Stephen Kelly, Tatiana Voegerl, W. Banzhaf, C. Gondro
{"title":"Evolving hierarchical memory-prediction machines in multi-task reinforcement learning","authors":"Stephen Kelly, Tatiana Voegerl, W. Banzhaf, C. Gondro","doi":"10.1007/s10710-021-09418-4","DOIUrl":"https://doi.org/10.1007/s10710-021-09418-4","url":null,"abstract":"","PeriodicalId":50424,"journal":{"name":"Genetic Programming and Evolvable Machines","volume":"22 1","pages":"573 - 605"},"PeriodicalIF":2.6,"publicationDate":"2021-06-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42764853","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
Evolutionary algorithms for designing reversible cellular automata 设计可逆元胞自动机的进化算法
IF 2.6 3区 计算机科学
Genetic Programming and Evolvable Machines Pub Date : 2021-05-25 DOI: 10.1007/s10710-021-09415-7
L. Mariot, S. Picek, D. Jakobović, A. Leporati
{"title":"Evolutionary algorithms for designing reversible cellular automata","authors":"L. Mariot, S. Picek, D. Jakobović, A. Leporati","doi":"10.1007/s10710-021-09415-7","DOIUrl":"https://doi.org/10.1007/s10710-021-09415-7","url":null,"abstract":"","PeriodicalId":50424,"journal":{"name":"Genetic Programming and Evolvable Machines","volume":"22 1","pages":"429 - 461"},"PeriodicalIF":2.6,"publicationDate":"2021-05-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43023333","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
Genetic programming-based regression for temporal data 基于遗传规划的时间数据回归
IF 2.6 3区 计算机科学
Genetic Programming and Evolvable Machines Pub Date : 2021-05-09 DOI: 10.1007/s10710-021-09404-w
C. Kuranga, N. Pillay
{"title":"Genetic programming-based regression for temporal data","authors":"C. Kuranga, N. Pillay","doi":"10.1007/s10710-021-09404-w","DOIUrl":"https://doi.org/10.1007/s10710-021-09404-w","url":null,"abstract":"","PeriodicalId":50424,"journal":{"name":"Genetic Programming and Evolvable Machines","volume":"22 1","pages":"297 - 324"},"PeriodicalIF":2.6,"publicationDate":"2021-05-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/s10710-021-09404-w","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49228503","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: 3
Feature extraction by grammatical evolution for one-class time series classification 一类时间序列分类的语法进化特征提取
IF 2.6 3区 计算机科学
Genetic Programming and Evolvable Machines Pub Date : 2021-04-23 DOI: 10.1007/s10710-021-09403-x
S. Mauceri, James Sweeney, Miguel Nicolau, James McDermott
{"title":"Feature extraction by grammatical evolution for one-class time series classification","authors":"S. Mauceri, James Sweeney, Miguel Nicolau, James McDermott","doi":"10.1007/s10710-021-09403-x","DOIUrl":"https://doi.org/10.1007/s10710-021-09403-x","url":null,"abstract":"","PeriodicalId":50424,"journal":{"name":"Genetic Programming and Evolvable Machines","volume":"22 1","pages":"267 - 295"},"PeriodicalIF":2.6,"publicationDate":"2021-04-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/s10710-021-09403-x","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45059659","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: 3
Symbolic-regression boosting Symbolic-regression提高
IF 2.6 3区 计算机科学
Genetic Programming and Evolvable Machines Pub Date : 2021-03-23 DOI: 10.1007/s10710-021-09400-0
M. Sipper, J. Moore
{"title":"Symbolic-regression boosting","authors":"M. Sipper, J. Moore","doi":"10.1007/s10710-021-09400-0","DOIUrl":"https://doi.org/10.1007/s10710-021-09400-0","url":null,"abstract":"","PeriodicalId":50424,"journal":{"name":"Genetic Programming and Evolvable Machines","volume":"22 1","pages":"357 - 381"},"PeriodicalIF":2.6,"publicationDate":"2021-03-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/s10710-021-09400-0","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41781070","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
Evolving continuous optimisers from scratch 从零开始不断发展的优化程序
IF 2.6 3区 计算机科学
Genetic Programming and Evolvable Machines Pub Date : 2021-03-22 DOI: 10.1007/s10710-021-09414-8
M. Lones
{"title":"Evolving continuous optimisers from scratch","authors":"M. Lones","doi":"10.1007/s10710-021-09414-8","DOIUrl":"https://doi.org/10.1007/s10710-021-09414-8","url":null,"abstract":"","PeriodicalId":50424,"journal":{"name":"Genetic Programming and Evolvable Machines","volume":"22 1","pages":"395 - 428"},"PeriodicalIF":2.6,"publicationDate":"2021-03-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44659409","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: 6
Efficiency improvement of genetic network programming by tasks decomposition in different types of environments 不同类型环境下任务分解提高遗传网络规划效率
IF 2.6 3区 计算机科学
Genetic Programming and Evolvable Machines Pub Date : 2021-03-22 DOI: 10.1007/s10710-021-09402-y
M. Roshanzamir, M. Palhang, Abdolreza Mirzaei
{"title":"Efficiency improvement of genetic network programming by tasks decomposition in different types of environments","authors":"M. Roshanzamir, M. Palhang, Abdolreza Mirzaei","doi":"10.1007/s10710-021-09402-y","DOIUrl":"https://doi.org/10.1007/s10710-021-09402-y","url":null,"abstract":"","PeriodicalId":50424,"journal":{"name":"Genetic Programming and Evolvable Machines","volume":"22 1","pages":"229 - 266"},"PeriodicalIF":2.6,"publicationDate":"2021-03-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/s10710-021-09402-y","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45856172","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
GP-DMD: a genetic programming variant with dynamic management of diversity GP-DMD:具有动态多样性管理的遗传规划变体
IF 2.6 3区 计算机科学
Genetic Programming and Evolvable Machines Pub Date : 2021-03-19 DOI: 10.21203/RS.3.RS-342085/V1
R. Nieto-Fuentes, C. Segura
{"title":"GP-DMD: a genetic programming variant with dynamic management of diversity","authors":"R. Nieto-Fuentes, C. Segura","doi":"10.21203/RS.3.RS-342085/V1","DOIUrl":"https://doi.org/10.21203/RS.3.RS-342085/V1","url":null,"abstract":"The proper management of diversity is essential to the success of Evolutionary Algorithms. Specifically, methods that explicitly relate the amount of diversity maintained in the population to the stopping criterion and elapsed period of execution, with the aim of attaining a gradual shift from exploration to exploitation, have been particularly successful. However, in the area of Genetic Programming, the performance of this design principle has not been studied. In this paper, a novel Genetic Programming method, Genetic Programming with Dynamic Management of Diversity (GP-DMD), is presented. GP-DMD applies this design principle through a replacement strategy that combines penalties based on distance-like functions with a multi-objective Pareto selection based on accuracy and simplicity. The proposed general method was adapted to the well-established Symbolic Regression benchmark problem using tree-based Genetic Programming. Several state-of-the-art diversity management approaches were considered for the experimental validation, and the results obtained showcase the improvements both in terms of mean square error and size. The effects of GP-DMD on the dynamics of the population are also analyzed, revealing the reasons for its superiority. As in other fields of Evolutionary Computation, this design principle contributes significantly to the area of Genetic Programming.","PeriodicalId":50424,"journal":{"name":"Genetic Programming and Evolvable Machines","volume":"1 1","pages":"1-26"},"PeriodicalIF":2.6,"publicationDate":"2021-03-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47261037","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: 2
An enhanced Huffman-PSO based image optimization algorithm for image steganography 一种基于改进Huffman-PSO的图像隐写优化算法
IF 2.6 3区 计算机科学
Genetic Programming and Evolvable Machines Pub Date : 2021-01-01 DOI: 10.1007/s10710-020-09396-z
N. Sharma, Usha Batra
{"title":"An enhanced Huffman-PSO based image optimization algorithm for image steganography","authors":"N. Sharma, Usha Batra","doi":"10.1007/s10710-020-09396-z","DOIUrl":"https://doi.org/10.1007/s10710-020-09396-z","url":null,"abstract":"","PeriodicalId":50424,"journal":{"name":"Genetic Programming and Evolvable Machines","volume":"22 1","pages":"189 - 205"},"PeriodicalIF":2.6,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/s10710-020-09396-z","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"52297852","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: 28
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