Pub Date : 2022-06-02DOI: 10.1007/s10710-022-09432-0
Ricardo H. R. Lima, Dimmy Magalhães, A. Pozo, A. Mendiburu, R. Santana
{"title":"A grammar-based GP approach applied to the design of deep neural networks","authors":"Ricardo H. R. Lima, Dimmy Magalhães, A. Pozo, A. Mendiburu, R. Santana","doi":"10.1007/s10710-022-09432-0","DOIUrl":"https://doi.org/10.1007/s10710-022-09432-0","url":null,"abstract":"","PeriodicalId":50424,"journal":{"name":"Genetic Programming and Evolvable Machines","volume":"23 1","pages":"427 - 452"},"PeriodicalIF":2.6,"publicationDate":"2022-06-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46717179","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}
Pub Date : 2022-06-01DOI: 10.1007/s10710-022-09434-y
Thomas Helmuth, Peter Kelly
{"title":"Applying genetic programming to PSB2: the next generation program synthesis benchmark suite","authors":"Thomas Helmuth, Peter Kelly","doi":"10.1007/s10710-022-09434-y","DOIUrl":"https://doi.org/10.1007/s10710-022-09434-y","url":null,"abstract":"","PeriodicalId":50424,"journal":{"name":"Genetic Programming and Evolvable Machines","volume":"23 1","pages":"375 - 404"},"PeriodicalIF":2.6,"publicationDate":"2022-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41935775","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}
Pub Date : 2022-05-30DOI: 10.1007/s10710-022-09435-x
Guilherme Seidyo Imai Aldeia, F. O. de França
{"title":"Interpretability in symbolic regression: a benchmark of explanatory methods using the Feynman data set","authors":"Guilherme Seidyo Imai Aldeia, F. O. de França","doi":"10.1007/s10710-022-09435-x","DOIUrl":"https://doi.org/10.1007/s10710-022-09435-x","url":null,"abstract":"","PeriodicalId":50424,"journal":{"name":"Genetic Programming and Evolvable Machines","volume":"23 1","pages":"309 - 349"},"PeriodicalIF":2.6,"publicationDate":"2022-05-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47658319","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}
Pub Date : 2022-04-09DOI: 10.1007/s10710-022-09430-2
C. Nametala, W. Faria, B. P. Pereira Júnior
{"title":"On the performance of the Bayesian optimization algorithm with combined scenarios of search algorithms and scoring metrics","authors":"C. Nametala, W. Faria, B. P. Pereira Júnior","doi":"10.1007/s10710-022-09430-2","DOIUrl":"https://doi.org/10.1007/s10710-022-09430-2","url":null,"abstract":"","PeriodicalId":50424,"journal":{"name":"Genetic Programming and Evolvable Machines","volume":"23 1","pages":"193 - 223"},"PeriodicalIF":2.6,"publicationDate":"2022-04-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48997623","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}
Pub Date : 2022-01-21DOI: 10.1007/s10710-021-09426-4
R. Nieto-Fuentes, C. Segura
{"title":"GP-DMD: a genetic programming variant with dynamic management of diversity","authors":"R. Nieto-Fuentes, C. Segura","doi":"10.1007/s10710-021-09426-4","DOIUrl":"https://doi.org/10.1007/s10710-021-09426-4","url":null,"abstract":"","PeriodicalId":50424,"journal":{"name":"Genetic Programming and Evolvable Machines","volume":"23 1","pages":"279 - 304"},"PeriodicalIF":2.6,"publicationDate":"2022-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44735779","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}
Pub Date : 2022-01-16DOI: 10.1007/s10710-022-09427-x
Daniel Varela, José Santos
{"title":"Evolving cellular automata schemes for protein folding modeling using the Rosetta atomic representation","authors":"Daniel Varela, José Santos","doi":"10.1007/s10710-022-09427-x","DOIUrl":"https://doi.org/10.1007/s10710-022-09427-x","url":null,"abstract":"","PeriodicalId":50424,"journal":{"name":"Genetic Programming and Evolvable Machines","volume":"23 1","pages":"225 - 252"},"PeriodicalIF":2.6,"publicationDate":"2022-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"52297916","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}
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