KSL-91-16 + redirect page
Automated Model Selection using Context-Dependent Behaviors + Has identifier
Automated Model Selection using Context-Dependent Behaviors + Ksl tr id
Automated Model Selection using Context-Dependent Behaviors + Number
| Automated Model Selection using Context-Dependent Behaviors |
Bibtype
techreport
Has publishing details
May,1991
Has title
Automated Model Selection using Context-Dependent Behaviors
Has where published
KSL-91-16
Has year
1991
Title
Automated Model Selection using Context-Dependent Behaviors
Year
1991
Abstract
Effective problem-solving about complex en … Effective problem-solving about complex engineered devices requires device models that are both adequate for the problem and computationally efficient.Producing such models requires identifying the relevant device features and determining applicable simplifications. This paper presents a method for automatically constructing a device model by selecting an appropriate model for each of the device’s components using the context in which it operates.We introduce context-dependent behaviors (CDBs), a frame-like component behavior model representation for encapsulating contextual modeling constraints. We show how CDBs are used in the model selection process by exploiting constraints from three sources: the structural and behavioral contexts of the components, and the expected behavior of the device. We describe an implemented program for model selection. The inputs are the structure of the device--the components of the device and structural relations between them--the expected device behavior, and a library of CDBs. The output is a set of component CDBs forming a structurally and behaviorally consistent device model that achieves the expected behavior. We demonstrate the program on a temperature gauge. strate the program on a temperature gauge.
Author
P. Pandurang Nayak and Leo Joskowicz and Sanjaya Addanki +
Has author
P. Pandurang Nayak and Leo Joskowicz and Sanjaya Addanki +
Has identifier
Automated Model Selection using Context-Dependent Behaviors +
Institution
Knowledge Systems, AI Laboratory +
Ksl tr id
Automated Model Selection using Context-Dependent Behaviors +
Month
May +
Number
Automated Model Selection using Context-Dependent Behaviors +
Process note
NO +
Categories KSL Technical Report +, Publication +, Technical Report +
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