Modeling with Using Artificial Intelligent Networking Approach : Petri Net, Markov Chain and Genetic Algorithm Modeling to Improve Performance in Medicine

Language: English

Published by LAP LAMBERT Academic Publishing, 2011

3846511099 / 9783846511091

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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nach der Bestellung gedruckt Neuware - Printed after ordering - As the largest body of health care and treatment services to societies, in each hospital the human resource costs receive the great amount of considered budget and credit to the health and treatment sector of a country. Although determining the optimized number of staff needed for each ward of hospital is highly effective on the service quality, it is among the subject that any clear standards have not been written for it. This research has been done to set staff's shift schedule and determining the needed number of staff to increase the model hospital productivity and minimize its costs with help of intelligence systems. Since the presence of paints in the hospital and discharge them can be considered as a fragmented system, in the first step with Markov 's procedures specifications we can estimate wisely about the system conditions such as the number of needed beds and occupied beds which can be very useful for optimizing capacities usage. To develop the model, an approach is stated for minimizing the costs as the second step with assist of Petri's network. Finally, to control and to optimize, the model is presented with applying genetic algorithm for optimized shifting of huma.

Seller Inventory # 9783846511091

Title
Modeling with Using Artificial Intelligent Networking Approach : Petri Net, Markov Chain and Genetic Algorithm Modeling to Improve Performance in Medicine
Author
Neda Darvish
Publisher
LAP LAMBERT Academic Publishing
Publication year
2011
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3846511099
ISBN 13
9783846511091
Item weight
191 grams
Dimensions
220x150x7 mm

AHA-BUCH GmbH

Einbeck, Germany

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