An polymorphic firefly algorithm with self-adaptation strategy for process system heat integration

Autor: Jiaxing Chen, Guomin Cui, Shuqi Shen
Jazyk: angličtina
Rok vydání: 2023
Předmět:
Zdroj: Case Studies in Thermal Engineering, Vol 47, Iss , Pp 103116- (2023)
Druh dokumentu: article
ISSN: 2214-157X
DOI: 10.1016/j.csite.2023.103116
Popis: Parameter setting effecting on solving efficiency is problematic and challenge of heuristic algorithm in engineering optimization. To reinforce the algorithm optimization, self-adaptation strategy of optical absorption coefficient based on dynamical spatial distribution of individual information is provided for parameter adjustment of Polymorphic firefly algorithm. This method is utilized to test and calculate three different scale heat exchanger network examples in public literature. More economic networks of lower total annualized cost are obtained, and the three cases are all calculated in about 1 h, which shows the higher convergence efficiency of this method.
Databáze: Directory of Open Access Journals