AKT EPrint Archive

A Generic Library of Problem Solving Methods for Scheduling Applications

Rajpathak, Dr Dnyanesh and Motta, Prof Enrico and Zdrahal, Dr Zdenek and Roy, Dr Rajkumar (2003) A Generic Library of Problem Solving Methods for Scheduling Applications. In Proceedings Second International Conference on Knowledge Capture, pages pp. 113-120, Florida, USA.

Full text available as:

PDF - Requires Adobe Acrobat Reader or other PDF viewer.

In this paper we describe a generic library of problem-solving methods (PSMs) for scheduling applications. Although, some attempts have been made in the past at developing libraries of scheduling methods, these only provide limited coverage: in some cases they are specific to a particular scheduling domain; in other cases they simply implement a particular scheduling technique; in other cases they fail to provide the required degree of depth and precision. Our library is based on a structured approach, whereby we first develop a scheduling task ontology, and then construct a task-specific but domain independent model of scheduling problem-solving, which generalises from specific approaches to scheduling problem-solving. Different PSMs are then constructed uniformly by specialising the generic model of scheduling problem-solving. Our library has been evaluated on a number of real-life and benchmark applications to demonstrate its generic and comprehensive nature.

Keywords:Scheduling, Ontologies, Problem-solving methods, Knowledge acquisition, and Knowledge reuse
Subjects:AKT Challenges > Knowledge reuse
AKT Challenges > Knowledge acquisition
AKT Challenges > Knowledge modelling
ID Code:501
Deposited By:Rajpathak, Dr Dnyanesh
Deposited On:06 April 2006

Contact the site administrator at: hg@ecs.soton.ac.uk