Abstract
We present a specialization of the Unified Modeling Language (UML) to help diverse stakeholders in an organization collaborate on the development of Stochastic Optimization Models. Our language describes, at an abstraction level distinct from that possible through algebraic notation, the relationships between decisions and parameters, the dynamics of information acquisition, and the requirements for model input and output. This paper describes the formal language and provides a few illustrative examples.
Original language | English (US) |
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Pages (from-to) | 21-41 |
Number of pages | 21 |
Journal | Operations Research/ Computer Science Interfaces Series |
Volume | 47 |
DOIs | |
State | Published - 2009 |
Keywords
- Modeling
- Optimization
- UML
ASJC Scopus subject areas
- Computer Science(all)
- Management Science and Operations Research