Two stage case-based reasoning application research on steel-making dynamic scheduling

The purpose of this paper is to solve dynamic scheduling complex problem during steel making. To realize system stability, the 2-stage CBR (case-based reasoning) rather than conventional one-stage CBR is proposed. The framework of the 2-stage CBR is presented firstly. Then, its application to steel-...

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Bibliographic Details
Published inProceedings of 2004 International Conference on Machine Learning and Cybernetics (IEEE Cat. No.04EX826) Vol. 4; pp. 2116 - 2121 vol.4
Main Authors Chun-Guang Chang, Ding-Wei Wang, Kun-Yuan Hu, Bing-Lin Zheng
Format Conference Proceeding
LanguageEnglish
Published IEEE 2004
Subjects
Decision making
Dynamic scheduling
Engineering management
Information science
Problem-solving
Processor scheduling
Prototypes
Stability
Steel
Technology management
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Summary:The purpose of this paper is to solve dynamic scheduling complex problem during steel making. To realize system stability, the 2-stage CBR (case-based reasoning) rather than conventional one-stage CBR is proposed. The framework of the 2-stage CBR is presented firstly. Then, its application to steel-making dynamic scheduling is introduced in detail such as case representation, case classifying, case retrieval, case adaptation, case evaluation, and case maintenance. Furthermore, the prototype system is developed and the running result obtains satisfactory result on system velocity, validity and stability. With the prototype system further perfected, it is put into application with benefits expected.
ISBN:0780384032
9780780384033
DOI:10.1109/ICMLC.2004.1382147