DocumentCode
1900743
Title
Development of software for decision analysis
Author
Danielson, Mats ; Ekenberg, Love
Author_Institution
Dept. of Comput. & Syst. Sci., Stockholm Univ., Stockholm, Sweden
fYear
2013
fDate
22-24 Sept. 2013
Firstpage
171
Lastpage
177
Abstract
To be useful in reality, decision analytical tools must be able to handle imprecise information. This paper presents the algorithmic software design against a background of an evaluation method for analysing decision situations under semi-strong uncertainty. The design is built on a relaxation of the requirement for precise utilities, probabilities, and weights. To handle this, the calculations involved become computationally intensive to match an interactive work flow and the approach required implementation of new algorithms. We describe some particularly interesting implementation aspects of these and show how these computations can be tractable.
Keywords
decision support systems; software engineering; algorithmic software design; decision analytical tools; decision situation analysis; imprecise information; interactive work flow; semistrong uncertainty; software development; Algorithm design and analysis; Linear matrix inequalities; Linear programming; Quadratic programming; Software; Software algorithms;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Software Methodologies, Tools and Techniques (SoMeT), 2013 IEEE 12th International Conference on
Conference_Location
Budapest
Print_ISBN
978-1-4799-0419-8
Type
conf
DOI
10.1109/SoMeT.2013.6645661
Filename
6645661
Link To Document