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Full Description
Development of Multi-Agent Systems Infrastructure: A Practical Approach explores the creation of modular frameworks to support the deployment of real-world software applications utilizing multi-agent systems (MAS). Drawing from the author's hands-on experience with the FLASH-MAS framework—a Fast Lightweight Agent Shell—the book delves into both theoretical models and practical solutions for MAS implementation. It addresses the complexities of deploying autonomous agents across diverse fields such as manufacturing, robotics, health care, and supply chain management, highlighting the shared challenges developers face when managing distributed, networked, or large-scale agent interactions.
The book is organized into three main sections, covering models and languages for MAS, the deployment and interaction between system entities, and practical guidance for implementing robust MAS frameworks. Emphasizing modularity, the author presents adaptable tools and solutions that can be independently utilized for system development and maintenance. Practical issues such as entity lifecycle management, environmental interactions, and system robustness are thoroughly examined, making this resource valuable for both new and experienced MAS developers.
Contents
1. Introduction: Applications, Challenges and Requirements
2. A comparative study of current MAS frameworks
Part 1: Modeling agents and infrastructures
3. The nested-entity model in FLASH-MAS
4. The S-CLAIM agent-oriented programming language
5. The Entity-operation model
Part 2: Interaction and Deployment
6. Decentralized communication protocols
7. Leveraging the advantages of web standards
8. Region-based decentralized communication
9. Entity systems deployed over heterogeneous environments
Part 3: Practical aspects in implementing a modern MAS framework
10. Complex deployment scenarios
11:. Monitoring and controlling a distributed system
12. Integrating machine learning
