Title :
The Automatic Scheduling Algorithm Based on the Correlated Analysis for Share-Oriented CNC Tasks
Author :
Luo, Ya-Bo ; Ling, He ; Yuan, Han
Author_Institution :
Wuhan Univ. of Technol., Wuhan
Abstract :
The CNC tasks scheduling base on the correlate analysis is an efficient approach to improve the utilization ratio of CNC machine tools. The flexibility and stability of algorithm are the main problems of CNC resource sharing, which directly impact on the efficiency of sharing CNC machine tools over Internet. This paper focuses on solving the above problems. First, the characteristic of share-oriented CNC tasks is analyzed, and then the result of correlate analysis is applied to establish the model of CNC tasks scheduling. Second, a novel scheduling algorithm is detailed proposed by development deriving from the advantages of the greed algorithm and tabu search. Finally, the experimental results are given to demonstrate the computational effects.
Keywords :
Internet; computerised numerical control; greedy algorithms; scheduling; search problems; CNC machine tools; CNC resource sharing; CNC tasks scheduling; Internet; automatic scheduling algorithm; correlated analysis; greedy algorithm; share-oriented CNC tasks; stability; tabu search; Algorithm design and analysis; Computer numerical control; Costs; Dynamic scheduling; Job shop scheduling; Machining; Optimal scheduling; Processor scheduling; Resource management; Scheduling algorithm; CNC tasks; Networked manufacturing; Optimal scheduling; Resource sharing;
Conference_Titel :
Machine Learning and Cybernetics, 2007 International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-0973-0
Electronic_ISBN :
978-1-4244-0973-0
DOI :
10.1109/ICMLC.2007.4370689