Coordinating Mutually Exclusive Resources using GPGP

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Coordinating Mutually Exclusive Resources using GPGP (2000)

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by Keith Decker , Jinjiang Li , Yves Demazeau

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44 - 8 self

BibTeX

@MISC{Decker00coordinatingmutually,
    author = {Keith Decker and Jinjiang Li and Yves Demazeau},
    title = {Coordinating Mutually Exclusive Resources using GPGP},
    year = {2000}
}

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Abstract

. Hospital Patient Scheduling is an inherently distributed problem because of the way real hospitals are organized. As medical procedures have become more complex, and their associated tests and treatments have become interrelated, the current ad hoc patient scheduling solutions have been observed to break down [23]. We propose a multi-agent solution using the Generalized Partial Global Planning (GPGP) approach that preserves the existing human organization and authority structures, while providing better system-level performance (increased hospital unit throughput and decreased patient stay time). To do this, we extend GPGP with a new coordination mechanism to handle mutually exclusive resource relationships. Like the other GPGP mechanisms, the new mechanism can be applied to any problem with the appropriate resource relationship. We evaluate this new mechanism in the context of the hospital patient scheduling problem, and examine the effect of increasing interrelations between tasks ...

Keyphrases

mutually exclusive resource new mechanism system-level performance gpgp mechanism generalized partial global planning human organization multi-agent solution hospital patient associated test decreased patient stay time authority structure exclusive resource relationship hospital patient scheduling increased hospital unit throughput new coordination mechanism current ad hoc patient appropriate resource relationship medical procedure way real hospital

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