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Article type: Research Article
Authors: Wu, Huia; b | Wang, Binga; *
Affiliations: [a] School of Mechatronic Engineering and Automation, Shanghai University, Shanghai, China | [b] Science and Information College, Qingdao Agricultural University, Qingdao, Shandong Province, China
Correspondence: [*] Corresponding author. Bing Wang, School of Mechatronic Engineering and Automation, Shanghai University, Shanghai 200072, China. E-mail: [email protected].
Abstract: In this paper, we study the single-machine scheduling problem and obtain some new results on the special time-delay structure and mixed precedence constraints. We first demonstrate the complexity of the ordinary problem under different circumstances and obtain two cases, namely a polynomial solvable case and an NP-complete case. Then, we present a fuzzy extension of the ordinary problem, based on which a representation of the non-dominated solutions is given for the fuzzy scheduling problem. Finally, we demonstrate the complexity of fuzzy extension problems under different time delays by proposing corresponding algorithms.
Keywords: Single-machine scheduling problem, mixed precedence constraints, fuzzy time delays, makespan, complexity
DOI: 10.3233/JIFS-191007
Journal: Journal of Intelligent & Fuzzy Systems, vol. 38, no. 2, pp. 2231-2244, 2020
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