| Issue |
MATEC Web Conf.
Volume 336, 2021
2020 2nd International Conference on Computer Science Communication and Network Security (CSCNS2020)
|
|
|---|---|---|
| Article Number | 02011 | |
| Number of page(s) | 6 | |
| Section | Industrial Design and Engineering Technology | |
| DOI | https://doi.org/10.1051/matecconf/202133602011 | |
| Published online | 15 February 2021 | |
Optimization of one-dimensional wire cutting with variable length based on genetic ant colony algorithm
1 Jiangxi Vocational Technical College of Industry & Trade, 330038 Nanchang, China
2 College of Information Engineering, Nanchang University, 330031 Nanchang, China
* Corresponding author: 2308041@qq.com
This paper presents an algorithm of one-dimensional wire cutting based on genetic algorithm and ant colony algorithm. Firstly, the dominant solution is screened out by genetic algorithm and transformed into the initial accumulation of pheromone in ant colony algorithm, and then the ant colony algorithm is used to adjust the dominant solution of genetic algorithm to obtain the approximate optimal solution. The experimental results show that the convergence rate of the fusion algorithm is faster than that of the ant colony algorithm, and the utilization rate of raw materials is higher than that of genetic algorithm. In addition, the optimal parameters are obtained by adjusting the experimental parameters of the fusion algorithm.
© The Authors, published by EDP Sciences, 2021
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