Semantically-based crossover in genetic programming: application to real-valued symbolic regression

Author:

Uy Nguyen Quang,Hoai Nguyen Xuan,O’Neill Michael,McKay R. I.,Galván-López Edgar

Publisher

Springer Science and Business Media LLC

Subject

Computer Science Applications,Hardware and Architecture,Theoretical Computer Science,Software

Reference60 articles.

1. C. Alan, Meaning and language: an introduction to semantics and pragmatics. (Oxford Textbooks in Linguistics, Cambridge, 2004)

2. L. Altenberg, in Advances in Genetic Programming, ed. by K. E. Kinnear, Jr., The evolution of evolvability in genetic programming, chap. 3 (MIT Press, Cambridge, 1994), pp. 47–74

3. C. Baier, J.P. Katoen, Principles of Model Checking (MIT Press, Cambridge, 2008).

4. L. Beadle, C. Johnson, Semantically driven crossover in genetic programming, in Proceedings of the IEEE World Congress on Computational Intelligence (IEEE Press, New York, 2008), pp. 111–116

5. L. Beadle, C.G. Johnson, Semantic analysis of program initialisation in genetic programming. Genet. Program. Evol. Mach. 10(3), 307–337 (2009)

Cited by 182 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Symbolic Regression: A Pathway to Interpretability Towards Automated Scientific Discovery;Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining;2024-08-24

2. On the Generalisation Performance of Geometric Semantic Genetic Programming for Boolean Functions: Learning Block Mutations;ACM Transactions on Evolutionary Learning and Optimization;2024-07-16

3. Effective Adaptive Mutation Rates for Program Synthesis;Proceedings of the Genetic and Evolutionary Computation Conference;2024-07-14

4. MetaSR: A Meta-Learning Approach to Fitness Formulation for Frequency-Aware Symbolic Regression;Proceedings of the Genetic and Evolutionary Computation Conference;2024-07-14

5. DISCOVER: Deep identification of symbolically concise open-form partial differential equations via enhanced reinforcement learning;Physical Review Research;2024-02-20

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3