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A FJSSP Method Based on Dynamic Multi-Objective Squirrel Search Algorithm.

Authors :
Wang, Yanjiao
Han, Jieru
Source :
International Journal of Antennas & Propagation; 10/15/2021, p1-19, 19p
Publication Year :
2021

Abstract

This paper comprehensively analyzes the characteristics of flexible job shop scheduling problem (FJSSP), takes the dynamic factors in the actual scheduling process such as the arrival and departure of jobs, the breakdown and recovery of machines into account at the same time, and establishes a new dynamic multi-objective mathematical model. Take the Squirrel Search Algorithm (SSA) as the core evolution strategy, and combine the multi-objective framework and the dynamic processing technology to solve the established mathematical model. Experimental results show that the mathematical model proposed in this paper can solve the flexible job shop scheduling problem effectively. Compared with other mathematical models, the mathematical model established in this paper can keep better balance between the efficiency and stability. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
16875869
Database :
Complementary Index
Journal :
International Journal of Antennas & Propagation
Publication Type :
Academic Journal
Accession number :
153028555
Full Text :
https://doi.org/10.1155/2021/6062689