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Agent-Based Systems
Research in the domain of multi-agent systems (MAS) is becoming more and more
important because of the capacity of MAS to design and simulate complex
systems, i.e. systems composed of many entities in interaction between themselves
and with an external environment. MAS are used in many domains in which
classical mathematical models are not available because either the dynamics are
far from equilibrium, or the systems are open (creation and deletion of entities in
the course of simulation), or emergent phenomena have to be explored, or the
entities are heterogeneous (for example, the eco-socio-systems which combine
ecological and social dynamics), or simply because they provide a more
intuitive understanding. The workshop is intended to offer a forum for people
interested in agent-based simulation to discuss methodologies, techniques and
applications.
We encourage contributions which present not only case studies but also
critical analysis on the pertinence of multi-agent models and their usefulness
for understanding or for decision making, design and validation methodologies,
comparative studies in the modelling sciences. In particular, the subjects
include but are not limited to:
- Design, implementation and validation methodologies, including participative
protocols;
- Modelling languages and platforms;
- Agent architecture either for biophysical or for social simulations;
- Interaction protocols including with humans;
- Multi-level simulation and emergence of global phenomena (including norms and
institutions);
- Time and space representation including multiple scales;
- Comparison with centralized models, relationship between individual-based
versus aggregative models;
- Conceptual and epistemological analysis.
The application domains include but are not limited to:
- Ecology and environment
- Psychology and cognitive science;
- Social simulation;
- Economical models;
- Industry, manufacturing and logistics;
- Robotics;
- Virtual reality.
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