DocumentCode
3380726
Title
Decision support system using flexible query and reliability assessment - application to biodegradable and biosourced packaging design
Author
Destercke, S. ; Buche, Patrice ; Charnomordic, Brigitte ; Guillard, Valerie
Author_Institution
JRU Heudiasyc, Compiegne, France
fYear
2013
fDate
7-10 July 2013
Firstpage
1
Lastpage
8
Abstract
In decision tasks, imprecision and uncertainty can arise from many sources such as data uncertainty, data reliability, or the necessity to use intermediate (non-fully reliable) models. User preferences may also be included into the decision process, making it even more complex. This is particularly true for processes involving biological materials. Soft computing methods have the potential to be the kingpin of specialized software that can be integrated in decision support systems intended to solve the mentioned issues. This work presents three such methods and their implementation: (i)-simulation module with uncertain inputs and interval analysis, (ii)-reliability module allowing to rank candidates according to expert criteria, and (iii)-bipolar flexible querying module, that makes the difference between constraints and wishes in a data base query. A decision support system architecture is proposed and illustrated on a case study, dealing with biodegradable and biosourced packaging design.
Keywords
decision support systems; design for environment; packaging; production engineering computing; query processing; biodegradable packaging design; biological materials; biosourced packaging design; bipolar flexible querying module; database query; decision support system; flexible query; reliability assessment; reliability module; simulation module; soft computing methods; specialized software; user preferences; Biological system modeling; Data models; Decision support systems; Mathematical model; Software reliability; Uncertainty; data reliability; flexible querying; software; uncertainty simulation;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Systems (FUZZ), 2013 IEEE International Conference on
Conference_Location
Hyderabad
ISSN
1098-7584
Print_ISBN
978-1-4799-0020-6
Type
conf
DOI
10.1109/FUZZ-IEEE.2013.6622309
Filename
6622309
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