A2 Review article, Literature review, Systematic review
Data-Driven Evolutionary Optimization : An Overview and Case Studies (2019)


Jin, Y., Wang, H., Chugh, T., Guo, D., & Miettinen, K. (2019). Data-Driven Evolutionary Optimization : An Overview and Case Studies. IEEE Transactions on Evolutionary Computation, 23(3), 442-458. https://doi.org/10.1109/TEVC.2018.2869001


JYU authors or editors


Publication details

All authors or editors: Jin, Yaochu; Wang, Handing; Chugh, Tinkle; Guo, Dan; Miettinen, Kaisa

Journal or series: IEEE Transactions on Evolutionary Computation

ISSN: 1089-778X

eISSN: 1941-0026

Publication year: 2019

Volume: 23

Issue number: 3

Pages range: 442-458

Publisher: Institute of Electrical and Electronics Engineers

Publication country: United States

Publication language: English

DOI: https://doi.org/10.1109/TEVC.2018.2869001

Publication open access: Not open

Publication channel open access:

Publication is parallel published (JYX): https://jyx.jyu.fi/handle/123456789/59511


Keywords: optimisation; algorithms; machine learning; data science; mathematical optimisation; evolutionary computation

Free keywords: data-driven optimization; evolutionary algorithms; surrogate; model management


Contributing organizations


Ministry reporting: Yes

Reporting Year: 2019

JUFO rating: 3


Last updated on 2021-08-06 at 21:09