Bibliographie

Modeling Petri Net-Based Multi-Agent Applications

Lawrence Cabac .
Modeling Petri Net-Based Multi-Agent Applications.
Dissertation, Universität Hamburg, Department Informatik, Vogt-Kölln Str. 30, D-22527 Hamburg, April 2010.  [link]

Kurzfassung: For the construction of software systems, it is essential for the developers to have a profound understanding of the nature of the system. Modeling is the essential means for the understanding of complex systems. This is true for the construction as well as for the comprehension. The understanding of a system is a collective process, in which the whole development team participates. In order to integrate the models into this process, the models have to be made explicit: i.e. explicit representations (e.g. diagrams), which are the ground for communication, have to be provided. Petri net-based Agent-Oriented Software Engineering (Paose) is the systematic approach for the development of multi-agent systems on the basis of the Mulan reference model developed in the Theoretical Foundations Group (TGI) at the University of Hamburg. In the context of this approach, I present a set of modeling techniques that are able to support developers during design, construction and debugging of multi-agent applications built with the Mulan/Capa framework. For the organization of the development team, I provide the multi-agent system of developers as suitable guiding metaphor. I also present a tool set that provides the support for the developers to employ the presented techniques and I present a second tool set that helps the developers to analyze the systems at runtime and in their code base. The modeling techniques for the constructive modeling span all aspects of the framework and constitute a central part of the Paose approach. They facilitate the modeling of the system's overview in coarse (Coarse Design Diagrams, CDD), the application-specific agent ontology (Concept Diagrams, CD), the organizational structures in multi-agent applications (Dependency Diagrams, DD and R/D Diagrams), the agent interactions (Agent Interaction Protocol Diagrams, AIP) and the agent-internal processes as decision components (as reference nets). The set of supporting tools - one tool for each technique - is integrated in the development environment Renew as plugins. These tools provide the modeling facilities and additionally allow to generate design artifacts from the produced models. These generated artifacts are the system's initial project code base (from CDD), Java classes for the ontology (CD), the initial knowledge bases (DD and R/D) and the protocol net skeletons (AIP). For the agent-internal processes, Java classes are generated from abstract interface descriptions. The set of techniques and tools for the analysis are able to provide explicit models for the examination of the multi-agent applications. Some of these explicit models are diagrams and some of them make use of the original design artifacts. Finally, I describe and evaluate the AOSE projects, in which the techniques and tools have been applied and in which context they have been developed. All techniques and tools are integrated into the Paose approach through the multi-agent system metaphor. Within the approach, they further the integration and awareness of concurrency and distribution in the developed system as well as in the development system. By providing modeling techniques and supporting tools, I substantially improve the development of multi-agent applications with the Paose approach on a conceptual as well as on a technical level. On the conceptual level, improvements include support for the systematic development, structuring of models and means for the comprehension of the systems. On the technical level, they include the improvement of quality in the development and the observability through explicit representations.

BibTeX-Eintrag

@PhdThesis{Cabac10,
  author =  {Cabac, Lawrence},
  address =  FBIUniAdresse,
  school =  FBIUniHHab2006,
  title =  {Modeling {P}etri Net-Based Multi-Agent Applications},
  type =  dissertation,
  year =  2010,
  month =  apr,
  url =          {https://ediss.sub.uni-hamburg.de/handle/ediss/3691},
  urn =   {urn:nbn:de:gbv:18-46661},
  abstract =  {For the construction of software systems, it is
                  essential for the developers to have a profound
                  understanding of the nature of the system. Modeling
                  is the essential means for the understanding of
                  complex systems. This is true for the construction
                  as well as for the comprehension. The understanding
                  of a system is a collective process, in which the
                  whole development team participates. In order to
                  integrate the models into this process, the models
                  have to be made explicit: i.e. explicit
                  representations (e.g. diagrams), which are the
                  ground for communication, have to be provided. Petri
                  net-based Agent-Oriented Software Engineering
                  (Paose) is the systematic approach for the
                  development of multi-agent systems on the basis of
                  the Mulan reference model developed in the
                  Theoretical Foundations Group (TGI) at the
                  University of Hamburg. In the context of this
                  approach, I present a set of modeling techniques
                  that are able to support developers during design,
                  construction and debugging of multi-agent
                  applications built with the Mulan/Capa
                  framework. For the organization of the development
                  team, I provide the multi-agent system of developers
                  as suitable guiding metaphor. I also present a tool
                  set that provides the support for the developers to
                  employ the presented techniques and I present a
                  second tool set that helps the developers to analyze
                  the systems at runtime and in their code base. The
                  modeling techniques for the constructive modeling
                  span all aspects of the framework and constitute a
                  central part of the Paose approach. They facilitate
                  the modeling of the system's overview in coarse
                  (Coarse Design Diagrams, CDD), the
                  application-specific agent ontology (Concept
                  Diagrams, CD), the organizational structures in
                  multi-agent applications (Dependency Diagrams, DD
                  and R/D Diagrams), the agent interactions (Agent
                  Interaction Protocol Diagrams, AIP) and the
                  agent-internal processes as decision components (as
                  reference nets). The set of supporting tools - one
                  tool for each technique - is integrated in the
                  development environment Renew as plugins. These
                  tools provide the modeling facilities and
                  additionally allow to generate design artifacts from
                  the produced models. These generated artifacts are
                  the system's initial project code base (from CDD),
                  Java classes for the ontology (CD), the initial
                  knowledge bases (DD and R/D) and the protocol net
                  skeletons (AIP). For the agent-internal processes,
                  Java classes are generated from abstract interface
                  descriptions. The set of techniques and tools for
                  the analysis are able to provide explicit models for
                  the examination of the multi-agent
                  applications. Some of these explicit models are
                  diagrams and some of them make use of the original
                  design artifacts. Finally, I describe and evaluate
                  the AOSE projects, in which the techniques and tools
                  have been applied and in which context they have
                  been developed. All techniques and tools are
                  integrated into the Paose approach through the
                  multi-agent system metaphor. Within the approach,
                  they further the integration and awareness of
                  concurrency and distribution in the developed system
                  as well as in the development system. By providing
                  modeling techniques and supporting tools, I
                  substantially improve the development of multi-agent
                  applications with the Paose approach on a conceptual
                  as well as on a technical level. On the conceptual
                  level, improvements include support for the
                  systematic development, structuring of models and
                  means for the comprehension of the systems. On the
                  technical level, they include the improvement of
                  quality in the development and the observability
                  through explicit representations.}
}

Copyright-Hinweis

Diese Informationen werden zur Verfügung gestellt, um technische und Forschungsarbeiten zeitnah bekannt zu geben. Das Urheberrecht und alle damit verbundenen Rechte verbleiben bei den Autoren bzw. anderen Rechteinhabern. Von jedem, der Informationen dieser Seiten übernimmt, wird erwartet, dass er sich an die jeweiligen Bedingungen und Beschränkungen der Rechteinhaber hält. Meist bedeutet dies, dass die hier bereitgestellten Daten nicht ohne explizite Genehmigung der Rechteinhaber weiterveröffentlicht werden dürfen.