'A Bayesian Optimisation Algorithm for the Nurse Scheduling Problem'

QR Code

'A Bayesian Optimisation Algorithm for the Nurse Scheduling Problem'

Abstract- A Bayesian optimization algorithm for the nurse scheduling problem is presented, which involves choosing a suitable scheduling rule from a set for each nurse's assignment. Unlike our previous work that used GAs to implement implicit learning, the learning in the proposed algorithm is...

Full description

Bibliographic Details
Main Authors:	Li, Jingpeng, Aickelin, Uwe
Format:	Conference or Workshop Item
Language:	English
Published:	IEEE Press 2003
Online Access:	https://eprints.nottingham.ac.uk/262/

Similar Items

'A Bayesian Optimisation Algorithm for the Nurse Scheduling Problem'
by: Li, Jingpeng, et al.
Published: (2003)

'Bayesian Optimisation for Nurse Scheduling'
by: Aickelin, Uwe, et al.
Published: (2004)

'Bayesian Optimisation for Nurse Scheduling'
by: Aickelin, Uwe, et al.
Published: (2004)

A Bayesian optimization algorithm for the nurse scheduling problem
by: Li, Jingpeng, et al.
Published: (2003)

Bayesian Optimisation Algorithm for Nurse Scheduling, Scalable Optimization via Probabilistic Modeling
by: Li, Jingpeng, et al.
Published: (2006)

'The application of Bayesian Optimization and Classifier Systems in Nurse Scheduling'
by: Li, Jingpeng, et al.
Published: (2004)

'The application of Bayesian Optimization and Classifier Systems in Nurse Scheduling'
by: Li, Jingpeng, et al.
Published: (2004)

An Estimation of Distribution Algorithm for Nurse Scheduling
by: Aickelin, Uwe, et al.
Published: (2007)

An Estimation of Distribution Algorithm for Nurse Scheduling
by: Aickelin, Uwe, et al.
Published: (2007)

An Estimation of Distribution Algorithm for Nurse Scheduling
by: Aickelin, Uwe, et al.
Published: (2005)

BOA for nurse scheduling
by: Li, Jingpeng, et al.
Published: (2006)

An Indirect Genetic Algorithm for a Nurse Scheduling Problem
by: Aickelin, Uwe, et al.
Published: (2004)

Improved Squeaky Wheel Optimisation for Driver Scheduling
by: Aickelin, Uwe, et al.
Published: (2006)

An evolutionary squeaky wheel optimisation approach to personnel scheduling
by: Aickelin, Uwe, et al.
Published: (2009)

'Explicit Learning: an Effort towards Human Scheduling Algorithms'
by: Li, Jingpeng, et al.
Published: (2003)

'Explicit Learning: an Effort towards Human Scheduling Algorithms'
by: Li, Jingpeng, et al.
Published: (2003)

Building Better Nurse Scheduling Algorithms
by: Aickelin, Uwe, et al.
Published: (2004)

Building Better Nurse Scheduling Algorithms
by: Aickelin, Uwe, et al.
Published: (2004)

Building Better Nurse Scheduling Algorithms
by: Aickelin, Uwe, et al.
Published: (2004)

An Estimation of Distribution Algorithm with Intelligent Local Search for Rule-based Nurse Rostering
by: Aickelin, Uwe, et al.
Published: (2007)

An Estimation of Distribution Algorithm with Intelligent Local Search for Rule-based Nurse Rostering
by: Aickelin, Uwe, et al.
Published: (2007)

A Pyramidal Evolutionary Algorithm with Different Inter-Agent Partnering Strategies for Scheduling Problems
by: Aickelin, Uwe
Published: (2001)

A Pyramidal Evolutionary Algorithm with Different Inter-Agent Partnering Strategies for Scheduling Problems
by: Aickelin, Uwe
Published: (2001)

Exploiting problem structure in a genetic algorithm approach to a nurse rostering problem
by: Aickelin, Uwe, et al.
Published: (2000)

'Exploiting problem structure in a genetic algorithm approach to a nurse rostering problem'
by: Aickelin, Uwe, et al.
Published: (2000)

'Exploiting problem structure in a genetic algorithm approach to a nurse rostering problem'
by: Aickelin, Uwe, et al.
Published: (2000)

A Component Based Heuristic Search Method with AdaptivePerturbations for Hospital Personnel Scheduling
by: Li, Jingpeng, et al.
Published: (2006)

A component based heuristic search method with evolutionary eliminations for hospital personnel scheduling
by: Li, Jingpeng, et al.
Published: (2008)

Nurse Rostering with Genetic Algorithms
by: Aickelin, Uwe
Published: (1998)

A Hybrid Genetic Algorithm to Solve a Logt-Sizing and Scheduling Problem
by: Staggemeier, Andrea, et al.
Published: (2002)

Optimisation Models and Algorithms for Real-life Transportation Routing and Scheduling Problems
by: Chen, Binhui
Published: (2018)

A study of evolutionary multiobjective algorithms and their application to knapsack and nurse scheduling problems
by: Le, Khoi Nguyen
Published: (2011)

Optimisation of energy efficient hybrid flowshop scheduling problem using firefly algorithm
by: M. F. F., Ab Rashid, et al.
Published: (2020)

Genetic algorithms for multiple-choice problems
by: Aickelin, Uwe
Published: (1999)

Genetic algorithms for multiple-choice problems
by: Aickelin, Uwe
Published: (1999)

A Pyramidal Genetic Algorithm for Multiple-Choice Problems
by: Aickelin, Uwe
Published: (2001)

A New Genetic Algorithm for Set Covering Problems
by: Aickelin, Uwe
Published: (2000)

A Pyramidal Genetic Algorithm for Multiple-Choice Problems
by: Aickelin, Uwe
Published: (2001)

'An Indirect Genetic Algorithm for Set Covering Problems'
by: Aickelin, Uwe
Published: (2002)

An Indirect Genetic Algorithm for Set Covering Problems
by: Aickelin, Uwe
Published: (2002)