Robustness of Hybrid Central/Self-Organising Multi-Agent Systems / Nejlevnější knihy
Robustness of Hybrid Central/Self-Organising Multi-Agent Systems

Kód: 08926098

Robustness of Hybrid Central/Self-Organising Multi-Agent Systems

Autor Chaaban Yaser

The Organic Computing initiative aims to build robust, flexible and adaptive technical systems. Future systems shall behave appropriately according to situational needs. But this is not guaranteed in novel systems, which are compl ... celý popis

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Anotace knihy

The Organic Computing initiative aims to build robust, flexible and adaptive technical systems. Future systems shall behave appropriately according to situational needs. But this is not guaranteed in novel systems, which are complex and act in dynamically changing environments. This book aims to investigate the creation of a robust hybrid central/self-organising multi-agent system using the Organic Computing (OC) concept. The new developed methodology (RobustMAS) has the goal of keeping a multi-agent system running at a desired performance level when disturbances occur. The result is an interaction between decentralised mechanisms (autonomous agents) and centralised interventions. This represents a robust hybrid central/self-organising multi-agent system, in which the conflict between a central planning and coordination algorithm on one hand and the autonomy of the agents on the other has to be solved. A traffic intersection without traffic lights was used as an application scenario, where vehicles are driven by agents.

Parametry knihy

Zařazení knihy Knihy v angličtině Computing & information technology Information technology: general issues

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