An effective discrete artificial bee colony algorithm for multi-AGVs dispatching problem in a matrix manufacturing workshop

作者:

Highlights:

• We study a new multi-AGVs dispatching problem from a matrix manufacturing workshop.

• We set up a mathematical model to minimize the transportation cost.

• We propose a discrete artificial bee colony algorithm with advanced techniques.

• We demonstrate the effectiveness of the proposed algorithm by practical instances.

摘要

•We study a new multi-AGVs dispatching problem from a matrix manufacturing workshop.•We set up a mathematical model to minimize the transportation cost.•We propose a discrete artificial bee colony algorithm with advanced techniques.•We demonstrate the effectiveness of the proposed algorithm by practical instances.

论文关键词:Automated guided vehicle,Dispatching,Heuristics,Matrix manufacturing workshop,Discrete artificial bee colony algorithm

论文评审过程:Received 9 September 2019, Revised 15 May 2020, Accepted 16 June 2020, Available online 1 July 2020, Version of Record 8 July 2020.

论文官网地址:https://doi.org/10.1016/j.eswa.2020.113675