scispace - formally typeset
Proceedings ArticleDOI

A Cooperative Control Model Foroperating Theaterscheduling

TLDR
An application of the Contract Net Protocol for task decomposition and task assignment in multi-agent systems is presented and it is shown that it can be used to get the best real-time solution in terms of cost for the assignment of emergency surgery that can happen at any time of the day.
Abstract
The efficient management of a surgical block must allow to the realization of pre-planned surgical procedures but also to cope with all the aleas and disturbances as emergencies or late cancellations and this by adapting dynamically the schedule already in progress. This study focuses on the local cooperative control model to manage the surgical operating room process in the completion phase. More precisely: An application of the Contract Net Protocol (CNP) for task decomposition and task assignment in multi-agent systems is presented; we show that it can be used to get the best real-time solution in terms of cost for the assignment of emergency surgery that can happen at any time of the day. By the use at any time of the auction protocols algorithm called “simulated trading” (ST), the schedule for remaining time can be improved significantly. The solution of the rescheduling problem emerges from local decision-making and problem-solving rules. Since the local cooperative control system will include policies that optimize local performance and responsiveness. MAS solve the problem of dynamic planning by controlling the progress of the process during the day. Thus, it is designed as an online system with anytime algorithms. The proposed control model, which is still lacking today, is required to address uncertainties inherent in the surgical block process. Research focus: distributed task allocation with multi-agent systems

read more

Citations
More filters
Book ChapterDOI

A Dynamic MAS to Manage a Daily Planning for a Team Operating Theater

TL;DR: In this article , the authors proposed a daily surgical planning realized with a multi-agent system (MAS) based on distributed artificial intelligence (DAI) for orthopedic surgery.
Book ChapterDOI

Research Status and Application of Mission Assignment Method and Cooperative Positioning and Navigation for Cluster Aircraft

TL;DR: In order to solve the problem of multi-aircraft cluster cooperative combat, the authors tried to classify and sum up the existing achievements on task assignment method and cooperative positioning and navigation.
References
More filters
Journal ArticleDOI

Reference architecture for holonic manufacturing systems: PROSA

TL;DR: An overview of the holonic reference architecture for manufacturing systems as developed at PMA-KULeuven, which shows PROSA shows to cover aspects of both hierarchical as well as heterarchical control approaches.
Journal ArticleDOI

Negotiation as a Metaphor for Distributed Problem Solving

TL;DR: A framework called the contract net is presented that specifies communication and control in a distributed problem solver, and comparisons with planner, conniver, hearsay-ii, and pup 6 are used to demonstrate that negotiation is a natural extension to the transfer of control mechanisms used in earlier problem-solving systems.
Book

Negotiation as a metaphor for distributed problem solving

TL;DR: In this article, the authors define the concept of distributed problem solving and define it as the cooperative solution of problems by a decentralized and loosely coupled collection of problem solvers, and present a framework called the contract net that specifies communication and control in a distributed problem solver.
Journal ArticleDOI

Industrial adoption of agent-based technologies

TL;DR: A new class of approaches to manufacturing and supply chain decision making is developed, which consist of a set of intelligent agents hosted on an appropriate software platform that provides an alternative to the centralized systems prevailing in industry.
Journal ArticleDOI

Reservation planning for elective surgery under uncertain demand for emergency surgery

TL;DR: This work provides a stochastic dynamic programming model for this aggregate advance scheduling of elective surgery when the operating rooms' capacity utilization by emergency surgery, as well as by elective procedures, is uncertain.
Related Papers (5)