An intelligent optimization strategy for medical doctor rostering using hybrid genetic algorithm-particle swarm optimization in Malaysian public hospital
Comparing manual rostering to automated rostering reveals that manual rostering is typically more challenging, time-consuming, and exhausting for doctors, particularly due to shifting business regulations, a shortage of healthcare professionals, and heavy workloads. During rostering, it is essential...
| Main Authors: | Zanariah, Zainudin, Shafaatunnur, Hasan, Nurfazrina, Mohd Zamry, Nor‘Afifah, Sabri, Nurul Syafidah, Jamil, Norliana, Muslim, Nur Amalina, Mat Jan, Noraini, Ibrahim |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Penerbit UTM Press
2025
|
| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/44033/ http://umpir.ump.edu.my/id/eprint/44033/1/An%20intelligent%20optimization%20strategy%20for%20medical%20doctor.pdf |
Similar Items
Empirical Study of Segment Particle Swarm Optimization and Particle Swarm Optimization Algorithms
by: Azrag, M. A. K., et al.
Published: (2019)
by: Azrag, M. A. K., et al.
Published: (2019)
Asynchronous particle swarm optimization for swarm robotics
by: Nor Azlina, Ab. Aziz, et al.
Published: (2012)
by: Nor Azlina, Ab. Aziz, et al.
Published: (2012)
Transitional particle swarm optimization
by: Nor Azlina, Ab. Aziz, et al.
Published: (2017)
by: Nor Azlina, Ab. Aziz, et al.
Published: (2017)
Particle swarm optimization with area extension (AEPSO)
by: Atyabi, A, et al.
Published: (2007)
by: Atyabi, A, et al.
Published: (2007)
Antenna design using particle swarm optimization
by: Md. , Moniruzzaman, et al.
Published: (2011)
by: Md. , Moniruzzaman, et al.
Published: (2011)
Improvement and application of particle swarm optimization algorithm
by: Deevi, Durga Praveen, et al.
Published: (2025)
by: Deevi, Durga Praveen, et al.
Published: (2025)
A hybrid optimization method in solving nurse duty roster problem
by: Ng, Jian Qin
Published: (2017)
by: Ng, Jian Qin
Published: (2017)
Performance comparison of differential evolution and particle swarm optimization in constrained optimization
by: Iwan, Mahmud, et al.
Published: (2012)
by: Iwan, Mahmud, et al.
Published: (2012)
A new particle swarm optimization algorithm for neural network optimization
by: Ling, S., et al.
Published: (2009)
by: Ling, S., et al.
Published: (2009)
Multi-State Particle Swarm Optimization for Discrete Combinatorial Optimization Problem
by: Ismail, Ibrahim, et al.
Published: (2014)
by: Ismail, Ibrahim, et al.
Published: (2014)
A Comparison of Particle Swarm optimization and Global African Buffalo Optimization
by: Adam Kunna Azrag, Mohammed, et al.
Published: (2020)
by: Adam Kunna Azrag, Mohammed, et al.
Published: (2020)
An Improved Multi-State Particle Swarm Optimization for Discrete Optimization Problems
by: Ismail, Ibrahim, et al.
Published: (2015)
by: Ismail, Ibrahim, et al.
Published: (2015)
Optimization of multi-holes drilling path using particle swarm optimization
by: Najwa Wahida, Zainal Abidin
Published: (2022)
by: Najwa Wahida, Zainal Abidin
Published: (2022)
Optimization of multi-holes drilling path using particle swarm optimization
by: Najwa Wahida, Zainal Abidin, et al.
Published: (2018)
by: Najwa Wahida, Zainal Abidin, et al.
Published: (2018)
A model to optimize DNA sequences based on particle swarm optimization
by: Khalid, N. K., et al.
Published: (2008)
by: Khalid, N. K., et al.
Published: (2008)
Novel Multi-swarm Approach for Balancing Exploration and Exploitation in Particle Swarm Optimization
by: Salih, Sinan Q., et al.
Published: (2019)
by: Salih, Sinan Q., et al.
Published: (2019)
Pressure vessel design simulation: Implementing of multi-swarm particle swarm optimization
by: Salih, Sinan Q., et al.
Published: (2019)
by: Salih, Sinan Q., et al.
Published: (2019)
Improved particle swarm optimization by fast annealing algorithm
by: Bashath, Samar, et al.
Published: (2019)
by: Bashath, Samar, et al.
Published: (2019)
Particle swarm optimization of air-launch vehicle and trajectory
by: Aldheeb, M, et al.
Published: (2011)
by: Aldheeb, M, et al.
Published: (2011)
Particle swarm optimization (PSO) for CNC route problem
by: Nur Azia Azwani, Ismail
Published: (2002)
by: Nur Azia Azwani, Ismail
Published: (2002)
Indoor localization system using particle swarm optimization
by: Alhammadi, Abdulraqeb Shaif Ahmed, et al.
Published: (2015)
by: Alhammadi, Abdulraqeb Shaif Ahmed, et al.
Published: (2015)
Data Analysis using Particle Swarm Optimization Algorithm
by: Tai, Zu Jie
Published: (2015)
by: Tai, Zu Jie
Published: (2015)
Particle swarm optimization for neural network learning enhancement
by: Abdull Hamed, Haza Nuzly
Published: (2006)
by: Abdull Hamed, Haza Nuzly
Published: (2006)
Operation sequencing using modified particle swarm optimization
by: Zakaria, Zalmiyah, et al.
Published: (2007)
by: Zakaria, Zalmiyah, et al.
Published: (2007)
Optimal recloser placement for improving distribution system reliability using particle swarm optimization / Nur Afifah Auni Mohd Nasir
by: Nur Afifah Auni , Mohd Nasir
Published: (2017)
by: Nur Afifah Auni , Mohd Nasir
Published: (2017)
Particle swarm optimization and Voronoi Diagram for wireless sensor networks coverage optimization
by: Ab Aziz, Nor Azlina, et al.
Published: (2007)
by: Ab Aziz, Nor Azlina, et al.
Published: (2007)
An improved multi-state particle swarm optimization for discrete combinatorial optimization problems
by: Ismail, Ibrahim, et al.
Published: (2015)
by: Ismail, Ibrahim, et al.
Published: (2015)
Parametric Optimization Of Magneto-Rheological Fluid Damper Using Particle Swarm Optimization
by: Mohd Azraai, M. Razman, et al.
Published: (2015)
by: Mohd Azraai, M. Razman, et al.
Published: (2015)
Global Optimum Distance Evaluated Particle Swarm Optimization for Combinatorial Optimization Problem
by: Ainizar, Mustapa, et al.
Published: (2016)
by: Ainizar, Mustapa, et al.
Published: (2016)
Optimization of Traveling Salesman Problem with Precedence Constraint using Particle Swarm Optimization
by: M. F. F., Ab Rashid, et al.
Published: (2015)
by: M. F. F., Ab Rashid, et al.
Published: (2015)
Modeling and optimization of multi-holes drilling path using Particle Swarm Optimization
by: Ab Rashid, Mohd Fadzil Faisae, et al.
Published: (2018)
by: Ab Rashid, Mohd Fadzil Faisae, et al.
Published: (2018)
Enhanced Particle Swarm Optimization Algorithms With Robust Learning Strategy For Global Optimization
by: Lim, Wei Hong
Published: (2014)
by: Lim, Wei Hong
Published: (2014)
Optimal power flow using hybrid firefly and particle swarm optimization algorithm
by: Khan, Abdullah, et al.
Published: (2020)
by: Khan, Abdullah, et al.
Published: (2020)
Particle swarm optimization of micro air launch vehicle trajectory
by: Omar, Hanafy, et al.
Published: (2011)
by: Omar, Hanafy, et al.
Published: (2011)
Solving shortest path problem using particle swarm optimization
by: Mohemmed, Ammar W., et al.
Published: (2008)
by: Mohemmed, Ammar W., et al.
Published: (2008)
Performance analysis of grinding process via particle swarm optimization
by: Ting, , TO, et al.
Published: (2005)
by: Ting, , TO, et al.
Published: (2005)
A particle swarm approach for grinding process optimization analysis
by: Lee, T. S., et al.
Published: (2007)
by: Lee, T. S., et al.
Published: (2007)
Particle swarm optimization of neural controller for tanker ship steering
by: Loo, C. K., et al.
Published: (2007)
by: Loo, C. K., et al.
Published: (2007)
Particle swarm optimization of neural controller for tanker ship steering
by: Loo, C. K., et al.
Published: (2007)
by: Loo, C. K., et al.
Published: (2007)
Cubic spline based particle swarm optimization for microstrip antennas
by: Moniruzzaman, Md., et al.
Published: (2011)
by: Moniruzzaman, Md., et al.
Published: (2011)
Similar Items
-
Empirical Study of Segment Particle Swarm Optimization and Particle Swarm Optimization Algorithms
by: Azrag, M. A. K., et al.
Published: (2019) -
Asynchronous particle swarm optimization for swarm robotics
by: Nor Azlina, Ab. Aziz, et al.
Published: (2012) -
Transitional particle swarm optimization
by: Nor Azlina, Ab. Aziz, et al.
Published: (2017) -
Particle swarm optimization with area extension (AEPSO)
by: Atyabi, A, et al.
Published: (2007) -
Antenna design using particle swarm optimization
by: Md. , Moniruzzaman, et al.
Published: (2011)