Research on Workshop Scheduling Problem Based on Multi-Layer Coding Genetic Algorithm
Aiming at the shortcomings of traditional genetic algorithms in solving complex production conditions in workshop scheduling problems,a multi-layer coding genetic algorithm is proposed,and research is conducted on workshop scheduling problems.By constructing a workshop scheduling model and using case analysis,the computational results of conventional genetic algorithms and multi-layer coding genetic algorithms were compared to verify the effectiveness of multi-layer coding genetic algorithms and their advantage of faster computational speed in calculating workpiece processing.Through this research,a certain theoretical basis is provided for better utilizing workshop scheduling to improve workshop production efficiency and create greater economic benefits for enterprises under complex processing conditions.