@inproceedings{f6d3145b3ab54d02b0e448775d61a0e5,
title = "Differential evolution enhanced with multiple dimensional scaling",
abstract = "Differential evolution algorithm is a well-known intelligent optimization algorithm. In the search process, the algorithm tends to converge prematurely, making the population trapped in local optima. To solve this problem, this paper proposes a new differential evolution algorithm based on multiple dimensional scaling (MDS). We tested the performance of the algorithm on 11 benchmark functions. Experimental results show that the proposed algorithm can achieve higher accuracy when compared with some other evolutionary algorithms reported in the literatures.",
keywords = "differential evolution, local optima, multiple dimensional scaling",
author = "Minjuan Liu and Wei Huang",
note = "Publisher Copyright: {\textcopyright} 2019 IEEE.; 9th IEEE International Conference on Electronics Information and Emergency Communication, ICEIEC 2019 ; Conference date: 12-07-2019 Through 14-07-2019",
year = "2019",
month = jul,
doi = "10.1109/ICEIEC.2019.8784579",
language = "English",
series = "ICEIEC 2019 - Proceedings of 2019 IEEE 9th International Conference on Electronics Information and Emergency Communication",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "461--464",
editor = "Wenzheng Li and Guomin Zuo",
booktitle = "ICEIEC 2019 - Proceedings of 2019 IEEE 9th International Conference on Electronics Information and Emergency Communication",
address = "United States",
}