Can Differential Evolution Be an Efficient Engine to Optimize Neural Networks?
Author:
Publisher
Springer International Publishing
Link
http://link.springer.com/content/pdf/10.1007/978-3-319-72926-8_33
Reference33 articles.
1. Bari, G.D.: Denn: Differential evolution for neural networks. Master thesis (2017)
2. Bengio, Y., Goodfellow, I.J., Courville, A.: Deep learning. Nature 521, 436–444 (2015)
3. Brest, J., Boskovic, B., Mernik, M., Zumer, V.: Self-adapting control parameters in differential evolution: a comparative study on numerical benchmark problems. IEEE Trans. Evol. Comput. 10(6), 646–657 (2006)
4. Cardamone, L., Loiacono, D., Lanzi, P.L.: Evolving competitive car controllers for racing games with neuroevolution. In: Proceedings of the 11th Annual Conference on Genetic and Evolutionary Computation, pp. 1179–1186. ACM (2009)
5. Collobert, R., Weston, J.: A unified architecture for natural language processing: deep neural networks with multitask learning. In: Proceedings of the 25th International Conference on Machine Learning, ICML 2008, pp. 160–167. ACM, New York (2008)
Cited by 6 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. On the use of machine learning methods to improve the estimation of gross primary productivity of maize field with drip irrigation;Ecological Modelling;2023-02
2. Adaptively Transferring Deep Neural Networks with a Hybrid Evolution Strategy;2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC);2020-10-11
3. Differential Evolution for Neural Networks Optimization;Mathematics;2020-01-02
4. An Analysis of Cooperative Coevolutionary Differential Evolution as Neural Networks Optimizer;Communications in Computer and Information Science;2020
5. Neural Random Access Machines Optimized by Differential Evolution;AI*IA 2018 – Advances in Artificial Intelligence;2018
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