loading
Papers Papers/2022 Papers Papers/2022

Research.Publish.Connect.

Paper

Paper Unlock

Authors: Yiting Wang ; Shaohui Su ; Dongyang Zhang ; Chang Chen ; Lu Lu and Guojin Chen

Affiliation: College of mechanical engineering and Hangzhou Dianzi University, China

Keyword(s): Agile manufacturing, Ant colony algorithm, Genetic algorithm, Supply chain formation.

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.

CC BY-NC-ND 4.0

Sign In Guest: Register as new SciTePress user now for free.

Sign In SciTePress user: please login.

PDF ImageMy Papers

You are not signed in, therefore limits apply to your IP address 54.160.243.44

In the current month:
Recent papers: 100 available of 100 total
2+ years older papers: 200 available of 200 total

Paper citation in several formats:
Wang, Y.; Su, S.; Zhang, D.; Chen, C.; Lu, L. and Chen, G. (2019). 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 - ICIMM; ISBN 978-989-758-345-2, SciTePress, pages 319-327. DOI: 10.5220/0007531203190327

@conference{icimm19,
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 - ICIMM},
year={2019},
pages={319-327},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0007531203190327},
isbn={978-989-758-345-2},
}

TY - CONF

JO - Proceedings of the 2nd International Conference on Intelligent Manufacturing and Materials - 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 - 2019
SP - 319
EP - 327
DO - 10.5220/0007531203190327
PB - SciTePress