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Authors: Akira Kawaguchi and Jose Alfredo Perez

Affiliation: The City College of New York, United States

ISBN: 978-972-8865-82-5

Keyword(s): Linear programming, simplex method, revised simplex method, database, stored procedure.

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

Abstract: Solving large-scale optimization problems requires an integration of data-analysis and data-manipulation capabilities. Nevertheless, little attempt has been made to facilitate general linear programming solvers for database environments. Dozens of sophisticated tools and software libraries that implement linear programming model can be found. But, there is no database-embedded linear programming tool seamlessly and transparently utilized for database processing. The focus of this study is to fill out this kind of technical gap of data analysis and data manipulation, in the event of solving large-scale linear programming problems for the applications built on the database environment. Specifically, this paper studies the representation of the linear programming model in relational structures and the computational method to solve the linear programming problems. Foundations for and preliminary experimental results of this study are presented.

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Paper citation in several formats:
Kawaguchi A.; Alfredo Perez J. and (2007). LINEAR PROGRAMMING FOR DATABASE ENVIRONMENT.In Proceedings of the Fourth International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO, ISBN 978-972-8865-82-5, pages 186-191. DOI: 10.5220/0001652701860191

@conference{icinco07,
author={Akira Kawaguchi and Jose {Alfredo Perez}},
title={LINEAR PROGRAMMING FOR DATABASE ENVIRONMENT},
booktitle={Proceedings of the Fourth International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO,},
year={2007},
pages={186-191},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001652701860191},
isbn={978-972-8865-82-5},
}

TY - CONF

JO - Proceedings of the Fourth International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO,
TI - LINEAR PROGRAMMING FOR DATABASE ENVIRONMENT
SN - 978-972-8865-82-5
AU - Kawaguchi, A.
AU - Alfredo Perez, J.
PY - 2007
SP - 186
EP - 191
DO - 10.5220/0001652701860191

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