Title :
Learning-Assisted Intelligent Scheduling System
Author :
Madureira, A. ; Pereira, J.P. ; Pereira, I.
Author_Institution :
GECAD Res. Group, Polytech. Inst. of Porto, Porto, Portugal
Abstract :
This paper addresses the developing of Learning-Assisted Intelligent Scheduling Systems that uses active learning by accumulation and interpretation of scheduling experience or even by observation of expert´s decisions. The design of intelligent systems (IS) that learn with experts is a very hard and challenging domain because current systems are becoming more and more complex and subject to rapid changes. The model for the proposed system will be presented.
Keywords :
decision support systems; human computer interaction; learning (artificial intelligence); scheduling; active learning; intelligent systems; learning-assisted intelligent scheduling system; scheduling experience accumulation; scheduling experience interpretation; Artificial intelligence; Dynamic scheduling; Job shop scheduling; Manufacturing; Optimization; Organizations; Decision Support Systems; Human-Computer Interaction; Intelligent Scheduling; Learning by Observation; Machine Learning;
Conference_Titel :
Systems, Man, and Cybernetics (SMC), 2013 IEEE International Conference on
Conference_Location :
Manchester
DOI :
10.1109/SMC.2013.481
