Journal article
A Hybrid Evolutionary Algorithm Using Two Solution Representations for Hybrid Flow-Shop Scheduling Problem
Abstract
As an extension of the classical flow-shop scheduling problem, the hybrid flow-shop scheduling problem (HFSP) widely exists in large-scale industrial production systems and has been considered to be challenging for its complexity and flexibility. Evolutionary algorithms based on encoding and heuristic decoding approaches are shown effective in solving the HFSP. However, frequently used encoding and decoding strategies can only search a limited …
Authors
Fan J; Li Y; Xie J; Zhang C; Shen W; Gao L
Journal
IEEE Transactions on Cybernetics, Vol. 53, No. 3, pp. 1752–1764
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Publication Date
March 2023
DOI
10.1109/tcyb.2021.3120875
ISSN
2168-2267