A Heuristic Framework for Priority Based Nurse Scheduling

被引：1

作者：

Sarkar, Paramita ^{[1
]}

Chaki, Rituparna ^{[2
]}

Sinha, Ditipriya ^{[3
]}

机构：

[1] Calcutta Inst Engn & Management, Kolkata, India

[2] Univ Calcutta, AK Choudhury Sch Informat Technol, Kolkata, India

[3] Natl Inst Technol NIT PATNA, Patna, Bihar, India

来源：

ADVANCED COMPUTING AND SYSTEMS FOR SECURITY, VOL 3 | 2017年 / 567卷

关键词：

Remote healthcare; Nurse scheduling problem; Constraints; Dynamic; Priority of patients; Heuristic; Cost; Shuffling; PROGRAMMING MODEL; GENETIC ALGORITHM;

D O I：

10.1007/978-981-10-3409-1_1

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Nurse Scheduling Problem is traditionally studied as a multi objective problem which aims at an optimum scheduling of nurse assignment to patients in a hospital. Remote healthcare is involved with providing quality care and medical assistance to patients based on remote monitoring. This paper presents an in-depth study of nurse scheduling algorithms. This study is followed with a description of the existing logics and the open issues. It also presents a heuristic framework with new features and a variable wait time based multi-parametric cost function for managing the dynamic NSP associated to remote healthcare.

引用

页码：3 / 18

页数：16

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