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Authors: Ewa Dudek-Dyduch and Edyta Kucharska

Affiliation: AGH University of Science and Technology, Poland

Keyword(s): Discrete Manufacturing Processes Control, Optimization Method, Learning Algorithm.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Formal Methods ; Informatics in Control, Automation and Robotics ; Intelligent Control Systems and Optimization ; Machine Learning in Control Applications ; Optimization Algorithms ; Planning and Scheduling ; Simulation and Modeling ; Symbolic Systems

Abstract: The aim of the paper is to present a novel conception of the optimization method for discrete manufacturing processes control. This method uses gathering information during the search process and a sophisticated structure of local optimization task. It is a learning method of a special type. A general formal model of a vast class of discrete manufacturing processes (DMP) is given. The model is a basis for learning algorithms. To illustrate the presented ideas, the scheduling algorithm for a special NP hard problem is given.

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Paper citation in several formats:
Dudek-Dyduch, E. and Kucharska, E. (2011). OPTIMIZATION LEARNING METHOD FOR DISCRETE PROCESS CONTROL. In Proceedings of the 8th International Conference on Informatics in Control, Automation and Robotics - Volume 2: ICINCO; ISBN 978-989-8425-74-4; ISSN 2184-2809, SciTePress, pages 24-33. DOI: 10.5220/0003532400240033

@conference{icinco11,
author={Ewa Dudek{-}Dyduch. and Edyta Kucharska.},
title={OPTIMIZATION LEARNING METHOD FOR DISCRETE PROCESS CONTROL},
booktitle={Proceedings of the 8th International Conference on Informatics in Control, Automation and Robotics - Volume 2: ICINCO},
year={2011},
pages={24-33},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003532400240033},
isbn={978-989-8425-74-4},
issn={2184-2809},
}

TY - CONF

JO - Proceedings of the 8th International Conference on Informatics in Control, Automation and Robotics - Volume 2: ICINCO
TI - OPTIMIZATION LEARNING METHOD FOR DISCRETE PROCESS CONTROL
SN - 978-989-8425-74-4
IS - 2184-2809
AU - Dudek-Dyduch, E.
AU - Kucharska, E.
PY - 2011
SP - 24
EP - 33
DO - 10.5220/0003532400240033
PB - SciTePress

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