Roster Evaluation Based on the Classifiers for the Nurse Rostering Problem

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F13%3A00208840" target="_blank" >RIV/68407700:21230/13:00208840 - isvavai.cz</a>

Výsledek na webu

—

DOI - Digital Object Identifier

—

Jazyk výsledku

angličtina

Název v původním jazyce

Roster Evaluation Based on the Classifiers for the Nurse Rostering Problem

Popis výsledku v původním jazyce

This is an extended abstract about roster evaluation based on the classifiers for the nurse rostering problem which is a well-known combinatorial problem. Various heuristics dealing with this problem can be found in the literature. However, they have toevaluate many intermediate rosters which is very time consuming process. In our paper, we propose a faster roster evaluation using the pattern recognition to determine how much good or bad the rosters are. The experimental results show a significant algorithm runtime reduction in comparison with standard evaluation.

Název v anglickém jazyce

Roster Evaluation Based on the Classifiers for the Nurse Rostering Problem

Popis výsledku anglicky

This is an extended abstract about roster evaluation based on the classifiers for the nurse rostering problem which is a well-known combinatorial problem. Various heuristics dealing with this problem can be found in the literature. However, they have toevaluate many intermediate rosters which is very time consuming process. In our paper, we propose a faster roster evaluation using the pattern recognition to determine how much good or bad the rosters are. The experimental results show a significant algorithm runtime reduction in comparison with standard evaluation.

Druh

O - Ostatní výsledky

CEP obor

JC - Počítačový hardware a software

OECD FORD obor

—

Projekt

<a href="/cs/project/7H12008" target="_blank" >7H12008: Design, Monitoring and Operation of Adaptive Networked Embedded Systems</a><br>

Návaznosti

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Rok uplatnění

2013

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů