Multi-Agent Supply Chain Modeling – A Re-Usable Component-Based Framework
نویسنده
چکیده
A re-usable component-based framework is proposed for modeling and simulation of multi-agent supply chain systems. The framework facilitates study of both intraas well as interorganizational issues simultaneously across a supply chain (SC) paying due attention to the issue of private as well as public information. It utilizes a pre-developed library of organizational primitives, supply chain primitives, agent behaviours, and policy objects in order to configure a SC of interest. The framework architecture integrates several software tools and technologies for implementing the framework. It utilizes Java and Java Agent DEvelopment Framework (JADE) for implementing various agent components, behaviours, and policy objects, Protégé and Beangenerator for SC domain ontology development, PostgreSQL for database back-end support, Apache Ant for Java code compilation, and Eclipse as an Integrated Development Environment (IDE) for facilitating integration and development. With the help of the libraries developed the user can quickly put together a multi-agent system (MAS) for a given supply chain and perform simulation and study coordination issues. The utility of the proposed framework is demonstrated through multi-agent simulation of Tamagotchi SC. The results of the study are presented and some of the research extensions being pursued are discussed.
منابع مشابه
Conceptual Agent based Modeling in Supply Chain: An Economic Perspective
Abstract: The implementation of government legislation, social responsibility, environmental concerns regarding the reduction of waste, hazardous material and other consumer residuals have made the competition between the firms stricter than ever and nowadays firms that want to survive need a more productive and innovative approach toward the financial aspects of their businesses.his pape...
متن کاملA Multi-Agent Framework for Modeling Supply Chain Dynamics
Globalization of economy and increase in customer expectations in terms of cost and services have put a premium on effective supply chain re-engineering. As a result, decision support systems that can facilitate these fforts are in great demand. In this paper, we identify essential elements hat are required for modeling supply chains and embed them in a multi-agent framework. Our framework uses...
متن کاملDynamic configuration and collaborative scheduling in supply chains based on scalable multi-agent architecture
Due to diversified and frequently changing demands from customers, technological advances and global competition, manufacturers rely on collaboration with their business partners to share costs, risks and expertise. How to take advantage of advancement of technologies to effectively support operations and create competitive advantage is critical for manufacturers to survive. To respond to these...
متن کاملMASCF: A generic process-centered methodological framework for analysis and design of multi-agent supply chain systems
Multi-agent systems (MAS) are becoming popular for modeling complex systems such as supply chains. However, development of multi-agent systems remain quite involved and extremely time consuming. Currently, there exist no generic methodologies for modeling supply chains using multi-agent systems. In this research, we propose a generic process-centered methodological framework, Multi-Agent Supply...
متن کاملAgent Based Simulation of Sale and Manufacturing Agents Acting Across a Pharmaceutical Supply Chain
Agent based modeling and simulation consider the behavior of agents acting in a system. The agents' interactions result in changing the agent’s behavior, the whole agent based system, and its environment. In this study, the manufacturing, sale, and receiving orders behaviors pertinent to manufacturing and sale agents acting across a pharmaceutical supply chain of an Iranian manufacturing medici...
متن کامل