Research on Agile Manufacturing Supply Chain Formation Based on Improved Ant Colony Algorithm

Yiting Wang, Shaohui Su, Dongyang Zhang, Chang Chen, Lu Lu, Guojin Chen

2018

Abstract

In view of the agile manufacturing supply chain formation strategy and the lack of initial information of traditional ant colony algorithm, this paper constructs a mathematical model of agile manufacturing supply chain formation. On the basis of analyzing the characteristics of traditional ant colony algorithm and genetic algorithm, the traditional ant colony algorithm is improved by introducing the 5 aspects: population initialization of genetic algorithm, initial value setting of pheromone, path selection strategy, value of ρ, and cross mutation of genetic algorithm. The improved ant colony algorithm is applied to the solution of agile manufacturing supply chain for sofa products. After verification, the convergence time and number of iterations of the algorithm are greatly reduced, and the ability of the algorithm to obtain an optimal solution at a certain search speed is improved.

Paper Citation

in Harvard Style

Wang Y., Su S., Zhang D., Chen C., Lu L. and Chen G. (2018). Research on Agile Manufacturing Supply Chain Formation Based on Improved Ant Colony Algorithm.In Proceedings of the 2nd International Conference on Intelligent Manufacturing and Materials - Volume 1: ICIMM, ISBN 978-989-758-345-2, pages 319-327. DOI: 10.5220/0007531203190327

in Bibtex Style

@conference{icimm18,
author={Yiting Wang and Shaohui Su and Dongyang Zhang and Chang Chen and Lu Lu and Guojin Chen},
title={Research on Agile Manufacturing Supply Chain Formation Based on Improved Ant Colony Algorithm},
booktitle={Proceedings of the 2nd International Conference on Intelligent Manufacturing and Materials - Volume 1: ICIMM,},
year={2018},
pages={319-327},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0007531203190327},
isbn={978-989-758-345-2},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 2nd International Conference on Intelligent Manufacturing and Materials - Volume 1: ICIMM,
TI - Research on Agile Manufacturing Supply Chain Formation Based on Improved Ant Colony Algorithm
SN - 978-989-758-345-2
AU - Wang Y.
AU - Su S.
AU - Zhang D.
AU - Chen C.
AU - Lu L.
AU - Chen G.
PY - 2018
SP - 319
EP - 327
DO - 10.5220/0007531203190327