Genetic and Evolutionary Computation Conference : [proceedings]. Genetic and Evolutionary Computation Conference最新文献

筛选
英文 中文
Finding Simple Solutions to Multi-Task Visual Reinforcement Learning Problems with Tangled Program Graphs 用复杂程序图寻找多任务视觉强化学习问题的简单解决方案
Caleidgh Bayer, Ryan Amaral, Robert J. Smith, Alexandru Ianta, M. Heywood
{"title":"Finding Simple Solutions to Multi-Task Visual Reinforcement Learning Problems with Tangled Program Graphs","authors":"Caleidgh Bayer, Ryan Amaral, Robert J. Smith, Alexandru Ianta, M. Heywood","doi":"10.1007/978-981-16-8113-4_1","DOIUrl":"https://doi.org/10.1007/978-981-16-8113-4_1","url":null,"abstract":"","PeriodicalId":88876,"journal":{"name":"Genetic and Evolutionary Computation Conference : [proceedings]. Genetic and Evolutionary Computation Conference","volume":"29 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80218415","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}
引用次数: 1
Evolution of the Semiconductor Industry, and the Start of X Law 半导体产业的演变和X定律的开始
A. Sloss
{"title":"Evolution of the Semiconductor Industry, and the Start of X Law","authors":"A. Sloss","doi":"10.1007/978-981-16-8113-4_11","DOIUrl":"https://doi.org/10.1007/978-981-16-8113-4_11","url":null,"abstract":"","PeriodicalId":88876,"journal":{"name":"Genetic and Evolutionary Computation Conference : [proceedings]. Genetic and Evolutionary Computation Conference","volume":"24 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77148098","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}
引用次数: 0
Back to the Future—Revisiting OrdinalGP and Trustable Models After a Decade 回到未来——十年后重新审视OrdinalGP和可信赖模型
M. Kotanchek, N. Haut
{"title":"Back to the Future—Revisiting OrdinalGP and Trustable Models After a Decade","authors":"M. Kotanchek, N. Haut","doi":"10.1007/978-981-16-8113-4_7","DOIUrl":"https://doi.org/10.1007/978-981-16-8113-4_7","url":null,"abstract":"","PeriodicalId":88876,"journal":{"name":"Genetic and Evolutionary Computation Conference : [proceedings]. Genetic and Evolutionary Computation Conference","volume":"16 9-12 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78253571","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}
引用次数: 1
Fitness First 健康第一
W. Langdon
{"title":"Fitness First","authors":"W. Langdon","doi":"10.1007/978-981-16-8113-4_8","DOIUrl":"https://doi.org/10.1007/978-981-16-8113-4_8","url":null,"abstract":"","PeriodicalId":88876,"journal":{"name":"Genetic and Evolutionary Computation Conference : [proceedings]. Genetic and Evolutionary Computation Conference","volume":"78 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83741790","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}
引用次数: 5
Evolving and Analyzing Modularity with GLEAM (Genetic Learning by Extraction and Absorption of Modules) 基于模块提取与吸收的遗传学习(GLEAM)的模块演化与分析
A. Saini, L. Spector
{"title":"Evolving and Analyzing Modularity with GLEAM (Genetic Learning by Extraction and Absorption of Modules)","authors":"A. Saini, L. Spector","doi":"10.1007/978-981-16-8113-4_10","DOIUrl":"https://doi.org/10.1007/978-981-16-8113-4_10","url":null,"abstract":"","PeriodicalId":88876,"journal":{"name":"Genetic and Evolutionary Computation Conference : [proceedings]. Genetic and Evolutionary Computation Conference","volume":"120 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87823874","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}
引用次数: 0
Grammar-Based Vectorial Genetic Programming for Symbolic Regression 基于语法的向量遗传规划符号回归
Philipp Fleck, Stephan M. Winkler, M. Kommenda, M. Affenzeller
{"title":"Grammar-Based Vectorial Genetic Programming for Symbolic Regression","authors":"Philipp Fleck, Stephan M. Winkler, M. Kommenda, M. Affenzeller","doi":"10.1007/978-981-16-8113-4_2","DOIUrl":"https://doi.org/10.1007/978-981-16-8113-4_2","url":null,"abstract":"","PeriodicalId":88876,"journal":{"name":"Genetic and Evolutionary Computation Conference : [proceedings]. Genetic and Evolutionary Computation Conference","volume":"82 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74519926","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}
引用次数: 2
Feature Discovery with Deep Learning Algebra Networks 深度学习代数网络的特征发现
Michael F. Korns
{"title":"Feature Discovery with Deep Learning Algebra Networks","authors":"Michael F. Korns","doi":"10.1007/978-981-16-8113-4_6","DOIUrl":"https://doi.org/10.1007/978-981-16-8113-4_6","url":null,"abstract":"","PeriodicalId":88876,"journal":{"name":"Genetic and Evolutionary Computation Conference : [proceedings]. Genetic and Evolutionary Computation Conference","volume":"26 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83275683","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}
引用次数: 0
Designing Multiple ANNs with Evolutionary Development: Activity Dependence 进化发展的多人工神经网络设计:活动依赖
J. Miller
{"title":"Designing Multiple ANNs with Evolutionary Development: Activity Dependence","authors":"J. Miller","doi":"10.1007/978-981-16-8113-4_9","DOIUrl":"https://doi.org/10.1007/978-981-16-8113-4_9","url":null,"abstract":"","PeriodicalId":88876,"journal":{"name":"Genetic and Evolutionary Computation Conference : [proceedings]. Genetic and Evolutionary Computation Conference","volume":"584 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76783729","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}
引用次数: 2
Grammatical Evolution Mapping for Semantically-Constrained Genetic Programming 语义约束遗传规划的语法演化映射
Alcides Fonseca, Paulo Canelas, G. Espada, Sara Silva
{"title":"Grammatical Evolution Mapping for Semantically-Constrained Genetic Programming","authors":"Alcides Fonseca, Paulo Canelas, G. Espada, Sara Silva","doi":"10.1007/978-981-16-8113-4_3","DOIUrl":"https://doi.org/10.1007/978-981-16-8113-4_3","url":null,"abstract":"","PeriodicalId":88876,"journal":{"name":"Genetic and Evolutionary Computation Conference : [proceedings]. Genetic and Evolutionary Computation Conference","volume":"2 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89241594","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}
引用次数: 1
Toward inverse generative social science using multi-objective genetic programming. 基于多目标遗传规划的逆向生成社会科学研究。
Tuong Manh Vu, Charlotte Probst, Joshua M Epstein, Alan Brennan, Mark Strong, Robin C Purshouse
{"title":"Toward inverse generative social science using multi-objective genetic programming.","authors":"Tuong Manh Vu,&nbsp;Charlotte Probst,&nbsp;Joshua M Epstein,&nbsp;Alan Brennan,&nbsp;Mark Strong,&nbsp;Robin C Purshouse","doi":"10.1145/3321707.3321840","DOIUrl":"https://doi.org/10.1145/3321707.3321840","url":null,"abstract":"<p><p>Generative mechanism-based models of social systems, such as those represented by agent-based simulations, require that intra-agent equations (or rules) be specified. However there are often many different choices available for specifying these equations, which can still be interpreted as falling within a particular class of mechanisms. Whilst it is important for a generative model to reproduce historically observed dynamics, it is also important for the model to be theoretically enlightening. Genetic programs (our own included) often produce concatenations that are highly predictive but are complex and hard to interpret theoretically. Here, we develop a new method - based on multi-objective genetic programming - for automating the exploration of both objectives simultaneously. We demonstrate the method by evolving the equations for an existing agent-based simulation of alcohol use behaviors based on social norms theory, the initial model structure for which was developed by a team of human modelers. We discover a trade-off between empirical fit and theoretical interpretability that offers insight into the social norms processes that influence the change and stasis in alcohol use behaviors over time.</p>","PeriodicalId":88876,"journal":{"name":"Genetic and Evolutionary Computation Conference : [proceedings]. Genetic and Evolutionary Computation Conference","volume":"2019 ","pages":"1356-1363"},"PeriodicalIF":0.0,"publicationDate":"2019-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1145/3321707.3321840","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"38514728","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 26
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
相关产品
×
本文献相关产品
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信