[PDF][PDF] Learning-Based Metaheuristic Approach for Home Healthcare Optimization Problem.

M Belhor, A El-Amraoui, A Jemai… - Comput. Syst. Sci …, 2023 - cdn.techscience.cn
This research focuses on the home health care optimization problem that involves staff
routing and scheduling problems. The considered problem is an extension of multiple …

A hybrid variable neighbourhood search and dynamic programming approach for the nurse rostering problem

M Abdelghany, AB Eltawil, Z Yahia… - Journal of Industrial and …, 2021 - aimsciences.org
Nurse Rostering is the activity of assigning nurses to daily shifts in order to satisfy the cover
requirements, taking into account the operational requirements and nurses' preferences …

A new two-stage variable neighborhood search algorithm for the nurse rostering problem

M Abdelghany, Z Yahia, AB Eltawil - RAIRO-Operations Research, 2021 - rairo-ro.org
The nurse rostering problem refers to the assignment of nurses to daily shifts according to
the required demand of each shift and day, with consideration for the operational …

Intelligent Clinic Nurse Scheduling Considering Nurses Paired with Doctors and Preference of Nurses

YC Tsao, D Chen, FJ Hwang, VT Linh - Journal of Medical Systems, 2024 - Springer
The nurse scheduling problem (NSP) has been a crucial and challenging research issue for
hospitals, especially considering the serious deterioration in nursing shortages in recent …

A memetic algorithm with recovery scheme for nurse preference scheduling

CC Lin, JR Kang, TH Hsu - Journal of Industrial and Production …, 2015 - Taylor & Francis
The previous works on designing evolutionary algorithm for nurse preference scheduling
problems hardly realized that too many strict constraints on nurse preferences adopted at …

Healthcare staff routing problem using adaptive genetic algorithms with adaptive local search and immigrant scheme

T Sinthamrongruk, K Dahal, O Satiya… - … on Digital Arts …, 2017 - ieeexplore.ieee.org
Healthcare staff routing to provide healthcare service to the patients is one of the real-world
scheduling problems similar to multiple travelling salesman problems (MTSP). Healthcare …

Survey on models and methodology for emergency relief and staff scheduling

BK Mishra, T Sinthamrongruk, Z Pervez… - Emerging Trends in …, 2017 - Springer
Decision support is required for effective planning on all kinds of scheduling scenarios. The
stochastic scenarios and uncertainty in demands make the scheduling task complex …

Memetic Algorithm with Exchange Coding for Intelligent Scheduling Optimization

Y Cao, X Zhang, P Qian - … on Computer Supported Cooperative Work and …, 2023 - Springer
In response to the limited and fixed scheduling patterns in existing intelligent scheduling
technologies, this paper proposes a Memetic algorithm with Exchange Coding (MA-EC) …

Route scheduling for HSSP using adaptive genetic algorithm with constructive scheduling technique

T Sinthamrongruk, K Dahal - 2016 10th International …, 2016 - ieeexplore.ieee.org
Shortest path finding has been a challenging task in most of the complex multipath
scenarios. The complexity rises with the introduction of constraints to the scenarios …

Homecare staff scheduling problem using a GA based approach with local search techniques

T Sinthamrongruk, K Dahal, O Satiya… - … on Cloud Computing …, 2019 - ieeexplore.ieee.org
Home health care service (HHC) provides daily medical services in patients' homes. The
service aims to satisfy the patients' requirements, which must be done by one or more …