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Performance evaluat...
Performance evaluation of TEWA systems for improved decision support
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- Johansson, Fredrik (author)
- Högskolan i Skövde,Örebro universitet,Akademin för naturvetenskap och teknik,Institutionen för kommunikation och information,Forskningscentrum för Informationsteknologi,Skövde Artificial Intelligence Lab (SAIL)
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- Falkman, Göran (author)
- Högskolan i Skövde,Institutionen för kommunikation och information,Forskningscentrum för Informationsteknologi,Skövde Artificial Intelligence Lab (SAIL)
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(creator_code:org_t)
- Berlin : Springer, 2009
- 2009
- English.
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In: Modeling decisions for artificial intelligence. - Berlin : Springer. ; , s. 205-216, s. 205-216
- Related links:
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Abstract
Subject headings
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- In air defense situations, decision makers have to protect defended assets through assigning available firing units to threatening targets in real-time. To their help they have decision support systems known as threat evaluation and weapon allocation (TEWA) systems. The problem of performance evaluation of such systems is of great importance, due to their critical role. Despite this research on this problem is close to non-existing. We are discussing the use of survivability and resource usage cost as comparative performance metrics, which can be used for comparing the effectiveness of different system configurations, by using simulations. These metrics have been implemented into a testified, in which we have performed some comparative experiments. Our results show that changes of individual parts of the threat evaluation and weapon allocation system configuration can have a large effect on the effectiveness of the system as a whole, and illustrate how the metrics and the testbed can be used.
Subject headings
- NATURVETENSKAP -- Data- och informationsvetenskap -- Datavetenskap (hsv//swe)
- NATURAL SCIENCES -- Computer and Information Sciences -- Computer Sciences (hsv//eng)
- NATURVETENSKAP -- Data- och informationsvetenskap (hsv//swe)
- NATURAL SCIENCES -- Computer and Information Sciences (hsv//eng)
Keyword
- Performance evaluation
- testbed
- TEWA
- threat evaluation
- weapon allocation
- Computer science
- Datavetenskap
- Datalogi
- Computer and Systems Science
- Teknik
Publication and Content Type
- vet (subject category)
- kon (subject category)
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