Using mathematical knowledge management to support integrated decision-making in the enterprise

dc.contributor
Universitat Politècnica de Catalunya. Departament d'Enginyeria Química
dc.contributor
Universitat Politècnica de Catalunya. CEPIMA - Center for Process and Environment Engineering
dc.contributor.author
Muñoz Mata, Edrisi
dc.contributor.author
Capón García, Elisabet
dc.contributor.author
Lainez, Jose M.
dc.contributor.author
Espuña Camarasa, Antonio
dc.contributor.author
Puigjaner Corbella, Lluis
dc.date.issued
2014-07-04
dc.identifier
Muñoz, E. [et al.]. Using mathematical knowledge management to support integrated decision-making in the enterprise. "Computers & chemical engineering", 04 Juliol 2014, vol. 66, p. 139-150.
dc.identifier
0098-1354
dc.identifier
https://hdl.handle.net/2117/23364
dc.identifier
10.1016/j.compchemeng.2014.02.026
dc.description.abstract
The basis of decision-making in the enterprise consists in formally representing the system and its subsystems in models which adequately capture those features which are necessary to reach consistent decisions. This work represents the elements of the enterprise which are included in mathematical models (i.e. decisions, parameters, constraints, performance indicators) in an ontology which captures the knowledge of the mathematical domain. Thus, this ontology relates the mathematical elements of the models to their corresponding semantic representation within the enterprise ontology. As a result, the mathematical symbolic abstractions of a given enterprise element in different models are directly linked to their actual unique meaning, and the integration of decisions in the enterprise is transparent and improved. The purpose of this work is illustrated in a case study related to capacity planning in the supply chain and scheduling problems. (C) 2014 Elsevier Ltd. All rights reserved.
dc.description.abstract
Peer Reviewed
dc.description.abstract
Postprint (published version)
dc.format
12 p.
dc.format
application/pdf
dc.language
eng
dc.publisher
Pergamon Press
dc.relation
http://www.sciencedirect.com/science/article/pii/S0098135414000738#
dc.rights
http://creativecommons.org/licenses/by-nc-nd/3.0/es/
dc.rights
Restricted access - publisher's policy
dc.rights
Attribution-NonCommercial-NoDerivs 3.0 Spain
dc.subject
Àrees temàtiques de la UPC::Economia i organització d'empreses::Gestió i direcció
dc.subject
Àrees temàtiques de la UPC::Matemàtiques i estadística
dc.subject
Mathematical modelling
dc.subject
Knowledge management
dc.subject
Mathematical modeling
dc.subject
Decision support systems
dc.subject
Enterprise integration
dc.subject
Knowledge management
dc.subject
MULTIPURPOSE BATCH PLANTS
dc.subject
OPTIMIZATION
dc.subject
CHALLENGES
dc.subject
GENERATION
dc.subject
FRAMEWORK
dc.subject
MODELS
dc.subject
Models matemàtics
dc.subject
Gestió del coneixement
dc.title
Using mathematical knowledge management to support integrated decision-making in the enterprise
dc.type
Article


Files in this item

FilesSizeFormatView

There are no files associated with this item.

This item appears in the following Collection(s)

E-prints [72909]