INDIN 2007 5 th IEEE International Conference on Industrial Informatics CONFERENCE PROCEEDINGS
نویسندگان
چکیده
The project ARS (Artificial Recognition System) develops a novel approach to decision making in the domain of building automation systems. Concepts from neurology, psychology, and psychoanalysis are used for this approach. We give a short overview about this decision making concept, the simulation environment, and results from simulation experiments. These simulation runs consist of several autonomous agents grouped to two teams which are competing for restricted resources. ARS deals with agents as an intermediate step towards buildings. For some resources cooperation among team mates is necessary. One team is using the ARS approach including concepts like emotions, drives, and desires. Further, it uses a value system inspired by social levels to stimulate cooperation among the team mates. The other team—as a reference—is realized by using a simple rule based decision making approach. The simulation results show an improvement in team-survival due to the introduction of social levels.
منابع مشابه
INDIN 2007 5 th IEEE International Conference on Industrial Informatics CONFERENCE PROCEEDINGS
—The rising share of energy generation of renewable energies leads to a more volatile energy generation. Large conventional generation capacities have to be kept in the system in order to smooth out the generation patterns of distributed generators. The controllability of electricity generation is on decrease. To improve adaptability of power systems due to these new challenges, the concept of ...
متن کاملINDIN 2007 5 th IEEE International Conference on Industrial Informatics CONFERENCE PROCEEDINGS
— An automated method for traffic monitoring based on statistical models of sensor behavior in combination with a Markov model of monitoring points is described. A model of normal traffic flow is automatically constructed. The model's structure and parameters are optimized using a mini-batch model-merging and parameter-updating algorithm. Incoming velocity vectors are conveyed to the model and ...
متن کاملINDIN 2007 5 th IEEE International Conference on Industrial Informatics CONFERENCE PROCEEDINGS
—The main challenge for autonomous mobile robots is to interpret a new situation correctly and to react appropriately in unknown environments. Autonomous mission completion in new territory requires flexible, adaptable, complex, but also fast action planning. For most applications behavior selection cannot be simply rule-based, requiring more sophisticated evaluation systems delivering appropri...
متن کامل