Development of Multi-Agent System Infrastructures

A Practical Approach

AvAndrei Olaru

Häftad, Engelska, 2026

Del i serien Advances in Biomedical Informatics

1 739 kr

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Beskrivning

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.

Presents models and languages for multi-agent systems (MAS) development
Includes three key sections covering: modeling and languages for multi-agent systems; entity deployment and interaction; and practical considerations for implementing contemporary MAS frameworks
Provides a hands-on method for developing working MAS solutions across a variety of applications
Showcases solutions in a structured, modular format so they can be replicated and used independently from one another

Produktinformation

Utgivningsdatum:2026-10-01
Mått:191 x 235 x undefined mm
Vikt:450 g
Format:Häftad
Språk:Engelska
Serie:Advances in Biomedical Informatics
Antal sidor:200
Förlag:Elsevier Science
ISBN:9780443404955

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Mer om författaren

Dr. Andrei Olaru is an Associate Professor with the National University of Science and Technology POLITEHNICA Bucharest (UNSTPB), and a member of the Artificial Intelligence and Multi-agent Systems Laboratory, specialized in multi-agent systems, ambient intelligence, and context-awareness. He has received a double M.Sc. Degree from University Politehnica of Bucharest (UPB, now UNSTPB) and from University of Nantes, and a double Ph.D. Degree from UPB and University Pierre et Marie Curie (now Sorbonne University). Among other subjects, he teaches a course on Multi-Agent Systems to master students at UNSTPB. He is the coordinator of the Financial Computing Master's Degree at UNSTPB. Dr. Olaru has been the director of 2 national research grants and 1 international grant. He is a member of ACM and a member of the Romanian Association for Artificial Intelligence.

Innehållsförteckning

Part 1: Introduction1. Purpose of this book2. Foundational concepts3. Applications, challenges and requirements4. A comparative study of current MAS frameworks5. The FLASH-MAS frameworkPart 2: Modeling agents and infrastructures6. Entities in a multi-agent system7. Integration of agent-oriented programming languages8. The Entity-operation modelPart 3: Interaction between entities9. Mobility of entities10. Decentralized communication protocols11. Leveraging the advantages of web standards12. Region-based decentralized communication13. Entity systems deployed over heterogeneous environmentsPart 4: Deploying modern MAS-based applications14. Complex deployment scenarios15. Agent-based simulation16. Monitoring and controlling a distributed system17. Integrating machine learning into software agents18. Distributed machine learning in agent communities