A Swarm Based Approach for Task Allocation in Dynamic Agents
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A Swarm Based Approach for Task Allocation in Dynamic Agents
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| Id. |
42149587 |
| Idioma |
inglés
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| Titulo |
A Swarm Based Approach for Task Allocation in Dynamic Agents |
| Autor(es) |
Denise De Oliveira,Paulo R. Ferreira,Ana L. C. Bazzan
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| Localización |
http://citeseer.ist.psu.edu/714052.html
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| Versión |
1.0 |
| Estado |
Final
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| Descripción |
One of the well-studied issues in multi-agent systems
is the standard action-selection and sequencing problem
where a goal task can be performed in di#erent ways, by
di#erent agents. Tasks have constraints while agents have
di#erent characteristics such as capacity, access to resources,
motivations, etc. This class of problems has been
tackled under di#erent approaches. Moreover, in open,
dynamic environments, agents must be able to adapt to
the changing organizational goals, available resources,
their relationships to another agents, and so on. This
problem is a key one in multi-agent systems and relates
to models of learning and adaptation, such as those observed
among social insects. The present paper tackles
the process of generating, adapting, and changing multiagent
organization dynamically at system runtime, using
a swarm inspired approach. This approach is used here
mainly for task allocation with low need of pre-planning
and specification, and no need of explicit coordination.
The results of our approach and another quantitative one
are compared here and it is shown that in dynamic domains,
the agents adapt to changes in the organization,
just as social insects do.
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| Tipo |
pdf
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| Palabras clave |
Denise De Oliveira,Paulo R. Ferreira,Ana L. C. Bazzan A Swarm Based Approach for Task Allocation in Dynamic Agents
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| Tipo de Interactividad |
Expositivo
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| Nivel de Interactividad |
muy bajo
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| Audiencia |
Estudiante
Profesor
Autor
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| Estructura |
Atomic |
| Coste |
no
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| Copyright |
sí
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unrestricted |
| Formatos |
pdf
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| Requerimientos técnicos |
Browser: Any
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| Relación |
[IsBasedOn] http://www.aamas2004.org/proceedings/163_oliveirad_swarm.pdf
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| Fecha de contribución |
31-mar-2009 |
| Contacto |
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