Multi-agents architecture for supply chain management

TL;DR

This paper introduces a multi-agent system architecture for supply chain management based on virtual enterprise concepts, enabling autonomous entities, decentralized control, and transparent, flexible coordination across tiers.

Contribution

It proposes a novel multi-agent architecture with virtual enterprise nodes and mediator/negotiator agents for improved supply chain coordination.

Findings

Supports autonomous decision-making at each enterprise

Enables transparent and flexible supply chain management

Decentralizes control through hierarchical multi-agent organization

Abstract

The purpose of this paper is to propose a new approach for the supply chain management. This approach is based on the virtual enterprise paradigm and the used of multi-agent concept. Each entity (like enterprise) is autonomous and must perform local and global goals in relation with its environment. The base component of our approach is a Virtual Enterprise Node (VEN). The supply chain is viewed as a set of tiers (corresponding to the levels of production), in which each partner of the supply chain (VEN) is in relation with several customers and suppliers. Each VEN belongs to one tier. The main customer gives global objectives (quantity, cost and delay) to the supply chain. The Mediator Agent (MA) is in charge to manage the supply chain in order to respect those objectives as global level. Those objectives are taking over to Negotiator Agent at the tier level (NAT). These two agents are only active if a perturbation occurs; otherwise information flows are only exchange between VENs. This architecture allows supply chains management which is completely transparent seen from simple enterprise of the supply chain. The used of Multi-Agent System (MAS) allows physical distribution of the decisional system. Moreover, the hierarchical organizational structure with a decentralized control guaranties, in the same time, the autonomy of each entity and the whole flexibility.