Evolving simple and accurate symbolic regression models via asynchronous parallel computing

Aliyu Sani Sambo; R. Muhammad Atif Azad; Yevgeniya Kovalchuk; Vivek Padmanaabhan Indramohan; Hanifa Shah

doi:10.1016/j.asoc.2021.107198

Evolving simple and accurate symbolic regression models via asynchronous parallel computing

Aliyu Sani Sambo^*, R. Muhammad Atif Azad, Yevgeniya Kovalchuk, Vivek Padmanaabhan Indramohan, Hanifa Shah

^*Corresponding author for this work

Birmingham City University

Research output: Contribution to journal › Article › peer-review

10 Citations (SciVal)

Original language	English
Article number	107198
Journal	Applied Soft Computing
Volume	104
DOIs	https://doi.org/10.1016/j.asoc.2021.107198
Publication status	Published (VoR) - Jun 2021

Keywords

Evaluation time
Genetic programming
Model complexity
Parallel computing

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Cite this

@article{010376eae7b14fcab0a64192b56f5df5,

title = "Evolving simple and accurate symbolic regression models via asynchronous parallel computing",

keywords = "Evaluation time, Genetic programming, Model complexity, Parallel computing",

author = "Sambo, \{Aliyu Sani\} and Azad, \{R. Muhammad Atif\} and Yevgeniya Kovalchuk and Indramohan, \{Vivek Padmanaabhan\} and Hanifa Shah",

note = "Publisher Copyright: {\textcopyright} 2021",

year = "2021",

month = jun,

doi = "10.1016/j.asoc.2021.107198",

language = "English",

volume = "104",

journal = "Applied Soft Computing",

issn = "1568-4946",

publisher = "Elsevier",

}

TY - JOUR

T1 - Evolving simple and accurate symbolic regression models via asynchronous parallel computing

AU - Sambo, Aliyu Sani

AU - Azad, R. Muhammad Atif

AU - Kovalchuk, Yevgeniya

AU - Indramohan, Vivek Padmanaabhan

AU - Shah, Hanifa

PY - 2021/6

Y1 - 2021/6

KW - Evaluation time

KW - Genetic programming

KW - Model complexity

KW - Parallel computing

UR - https://www.scopus.com/pages/publications/85101765351

UR - https://www.scopus.com/inward/citedby.url?scp=85101765351&partnerID=8YFLogxK

U2 - 10.1016/j.asoc.2021.107198

DO - 10.1016/j.asoc.2021.107198

M3 - Article

AN - SCOPUS:85101765351

SN - 1568-4946

VL - 104

JO - Applied Soft Computing

JF - Applied Soft Computing

M1 - 107198

ER -

Evolving simple and accurate symbolic regression models via asynchronous parallel computing

Keywords

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