Learning-Assisted Intelligent Scheduling System

Author

Madureira, A. ; Pereira, J.P. ; Pereira, I.

Author_Institution

GECAD Res. Group, Polytech. Inst. of Porto, Porto, Portugal

fYear

2013

fDate

13-16 Oct. 2013

Firstpage

2820

Lastpage

2825

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;

fLanguage

English

Publisher

ieee

Conference_Titel

Systems, Man, and Cybernetics (SMC), 2013 IEEE International Conference on

Conference_Location

Manchester

Type

conf

DOI

10.1109/SMC.2013.481

Filename

6722234

Link To Document

https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=677997