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| Title: | Sequential influence diagrams: A unified asymmetry framework |
| Authors: | Jensen, Finn V.
Nielsen, Thomas D.
Shenoy, Prakash P. |
| Keywords: | Asymmetric decision problems
influence diagrams
sequential valuation networks
unconstrained influence diagrams |
| Issue Date: | May-2006 |
| Publisher: | Elsevier Inc. |
| Extent: | 313928 bytes |
| Type: | Article |
| Citation: | Jensen, F. V., T. D. Nielsen, and P. P. Shenoy, "Sequential influence diagrams: A unified asymmetry framework," International Journal of Approximate Reasoning, Vol. 42, Nos. 1--2, 2006, pp. 101--118. |
| Abstract: | We describe a new graphical language for specifying asymmetric decision problems. The language is based on a filtered merge of several existing languages including sequential valuation networks, asymmetric influence diagrams, and unconstrained influence diagrams. Asymmetry is encoded using a structure resembling a clustered decision tree, whereas the representation of the uncertainty model is based on the (unconstrained) influence diagram framework. We illustrate the proposed language by modeling several highly asymmetric decision problems, and we describe an efficient solution procedure. |
| URI: | http://hdl.handle.net/1808/967 |
| ISSN: | 0888-613X |
| Appears in Collections: | School of Business Articles
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