Autonomous Dynamic Reconfiguration in Multi-Agent Systems

Improving the Quality and Efficiency of Collaborative Problem Solving
2002
ISBN: 978-3-540-44312-4
Verlag: Springer Berlin Heidelberg

Buch, Englisch, 290 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 476 g

Reihe: Lecture Notes in Artificial Intelligence

High communication efforts and poor problem solving results due to restricted overview are two central issues in collaborative problem solving. This work addresses these issues by introducing the processes of agent melting and agent splitting that enable individual problem solving agents to continually and autonomously reconfigure and adapt themselves to the particular problem to be solved.

The author provides a sound theoretical foundation of collaborative problem solving itself and introduces various new design concepts and techniques to improve its quality and efficiency, such as the multi-phase agreement finding protocol for external problem solving, the composable belief-desire-intention agent architecture, and the distribution-aware constraint specification architecture for internal problem solving.

The practical relevance and applicability of the concepts and techniques provided are demonstrated by using medical appointment scheduling as a case study.

Zielgruppe

Research

Autoren/Hrsg.

Hannebauer, Markus

Fachgebiete

• Mathematik | Informatik EDV | Informatik EDV & Informatik Allgemein Soziale und ethische Aspekte der EDV
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Wissensbasierte Systeme, Expertensysteme
• Mathematik | Informatik EDV | Informatik Business Application Unternehmenssoftware SAP
• Mathematik | Informatik EDV | Informatik Technische Informatik Systemverwaltung & Management
• Mathematik | Informatik EDV | Informatik Technische Informatik Externe Speicher & Peripheriegeräte
• Mathematik | Informatik EDV | Informatik Programmierung | Softwareentwicklung Prozedurale Programmierung
• Wirtschaftswissenschaften Betriebswirtschaft Wirtschaftsinformatik, SAP, IT-Management

Inhaltsverzeichnis

1.Overview.- 2. Basics of Collaborative Problem Solving.- Theoretical Foundations.- 3. Distributed Constraint Problems — A Model for Collaborative Problem Solving.- 4. Autonomous Dynamic Reconfiguration — Improving Collaborative Problem Solving.- Practical Concepts.- 5. Multi-agent System Infrastructure.- 6. External Constraint Problem Solving.- 7. Composable BDI Agents.- 8. Internal Constraint Problem Solving.- 9. Controlling Agent Melting and Agent Splitting.- Assessment.- 10. Evaluation.- 11. Conclusion and Future Work.- A. Symbols and Abbreviations.- B. An XML-Encoded Request Message.- C. SICStus Prolog Code for Internal Constraint Problem Solving.- D. Initialization of the Hospital Scenario Generator.