Dynamic inventory replenishment strategy for aerospace manufacturing supply chain: combining reinforcement learning and multi-agent simulation

2022 ◽  
pp. 1-20
Author(s):  
Hao Wang ◽  
Jiaqi Tao ◽  
Tao Peng ◽  
Alexandra Brintrup ◽  
Edward Elson Kosasih ◽  
...  
Keyword(s):  
Supply Chain ◽  
Reinforcement Learning ◽  
Inventory Replenishment ◽  
Aerospace Manufacturing ◽  
Manufacturing Supply Chain ◽  
Agent Simulation ◽  
Multi Agent ◽  
Replenishment Strategy

Reinforcement Learning of Supply Chain Control Policy Using Closed Loop Multi-agent Simulation

2020 ◽  
pp. 26-38
Author(s):  
Souvik Barat ◽  
Prashant Kumar ◽  
Monika Gajrani ◽  
Harshad Khadilkar ◽  
Hardik Meisheri ◽  
...  
Keyword(s):  
Supply Chain ◽  
Reinforcement Learning ◽  
Closed Loop ◽  
Control Policy ◽  
Agent Simulation ◽  
Multi Agent

scholarly journals Multi-agent Simulation of SWAP BODIES application in manufacturing supply chain

2016 ◽  
Vol 49 (12) ◽  
pp. 1245-1250 ◽  
Author(s):  
Nataliya N. Bakhtadze ◽  
Oleg V. Karsaev ◽  
Gulnara S. Smirnova ◽  
Rustem A. Sabitov ◽  
Boris M. Morozov ◽  
...  
Keyword(s):  
Supply Chain ◽  
Manufacturing Supply Chain ◽  
Agent Simulation ◽  
Multi Agent

An Agent-Based Collaborative Negotiation System for Global Manufacturing Supply Chain Management

2008 ◽  
pp. 2598-2617
Author(s):  
Jianxin Jiao ◽  
Xiao You ◽  
Arun Kumar
Keyword(s):  
Supply Chain ◽  
Supply Chain Management ◽  
Broad Class ◽  
Chain Management ◽  
Agent Based ◽  
Global Manufacturing ◽  
Manufacturing Supply Chain ◽  
Collaborative Negotiation ◽  
Multi Agent

This chapter applies the multi-agent system paradigm to collaborative negotiation in a global manufacturing supply chain network. Multi-agent computational environments are suitable for dealing with a broad class of coordination and negotiation issues involving multiple autonomous or semi-autonomous problem-solving agents. An agent-based multi-contract negotiation system is proposed for global manufacturingsupply chain coordination. Also reported is a case study of mobile phone global manufacturing supply chain management.

An Agent-Based Collaborative Negotiation System for Global Manufacturing Supply Chain Management

2006 ◽  
pp. 243-271 ◽  
Author(s):  
Jianxin Jiao ◽  
Xiao You ◽  
Arun Kumar
Keyword(s):  
Supply Chain ◽  
Supply Chain Management ◽  
Broad Class ◽  
Chain Management ◽  
Agent Based ◽  
Global Manufacturing ◽  
Manufacturing Supply Chain ◽  
Collaborative Negotiation ◽  
Multi Agent

This chapter applies the multi-agent system paradigm to collaborative negotiation in a global manufacturing supply chain network. Multi-agent computational environments are suitable for dealing with a broad class of coordination and negotiation issues involving multiple autonomous or semi-autonomous problem-solving agents. An agent-based multi-contract negotiation system is proposed for global manufacturingsupply chain coordination. Also reported is a case study of mobile phone global manufacturing supply chain management.

A multi-agent architecture for outsourcing SMEs manufacturing supply chain

2015 ◽  
Vol 36 ◽  
pp. 36-44 ◽  
Author(s):  
Sushma Kumari ◽  
Akshit Singh ◽  
Nishikant Mishra ◽  
Jose Arturo Garza-Reyes
Keyword(s):  
Supply Chain ◽  
Agent Architecture ◽  
Manufacturing Supply Chain ◽  
Multi Agent

scholarly journals A multi-agent simulation of the pharmaceutical supply chain

2012 ◽  
Vol 6 (4) ◽  
pp. 215-226 ◽  
Author(s):  
G Jetly ◽  
C L Rossetti ◽  
R Handfield
Keyword(s):  
Supply Chain ◽  
Pharmaceutical Supply Chain ◽  
Agent Simulation ◽  
Multi Agent
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