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Milbredt, Olaf (2016) Parameter Weighting for Multi-dimensional Fuzzy Inference Systems. In: IEEE 5th International Conference on Control, Automation and Information Sciences. 5th IEEE International Conference on Control, Automation and Information Science, 2016-10-27 - 2016-10-29, Ansan, Korea. doi: 10.1109/ICCAIS.2016.7822465.
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Abstract
Exponential growth of the number of rules of a multi-dimensional Fuzzy Inference System with growing number of input parameters makes it impractical for humans to populate the description of such a system via the Fuzzy Control Language by hand. In this paper we present a methodology for automatically generating rules. The generation process is influenced by a given weighting of the input parameters. The weighting is derived from a parameter weighting matrix used in the context of Analytic Hierarchy Process. The resulting Fuzzy Inference Systems are intended to be the starting point of an Adaptive Neuro-Fuzzy Inference System. As application of the methodology we present the security management at an airport. Here, Fuzzy Logic is used to evaluate the overall security situation.
| Item URL in elib: | https://elib.dlr.de/105924/ | ||||||||
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| Document Type: | Conference or Workshop Item (Speech) | ||||||||
| Title: | Parameter Weighting for Multi-dimensional Fuzzy Inference Systems | ||||||||
| Authors: |
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| Date: | October 2016 | ||||||||
| Journal or Publication Title: | IEEE 5th International Conference on Control, Automation and Information Sciences | ||||||||
| Refereed publication: | Yes | ||||||||
| Open Access: | No | ||||||||
| Gold Open Access: | No | ||||||||
| In SCOPUS: | No | ||||||||
| In ISI Web of Science: | No | ||||||||
| DOI: | 10.1109/ICCAIS.2016.7822465 | ||||||||
| Status: | Published | ||||||||
| Keywords: | Fuzzy Logic; Automatic Generation of Rules; Analytic Hierarchy Process; Parameter Weighting Matrix | ||||||||
| Event Title: | 5th IEEE International Conference on Control, Automation and Information Science | ||||||||
| Event Location: | Ansan, Korea | ||||||||
| Event Type: | international Conference | ||||||||
| Event Start Date: | 27 October 2016 | ||||||||
| Event End Date: | 29 October 2016 | ||||||||
| Organizer: | IEEE Seoul Section AES Chapter | ||||||||
| HGF - Research field: | Aeronautics, Space and Transport | ||||||||
| HGF - Program: | Transport | ||||||||
| HGF - Program Themes: | Traffic Management (old) | ||||||||
| DLR - Research area: | Transport | ||||||||
| DLR - Program: | V VM - Verkehrsmanagement | ||||||||
| DLR - Research theme (Project): | V - Optimode.net (old) | ||||||||
| Location: | Braunschweig | ||||||||
| Institutes and Institutions: | Institute of Air Transport and Airport Research > Airport Research | ||||||||
| Deposited By: | Milbredt, Dr. Olaf | ||||||||
| Deposited On: | 05 Sep 2016 09:03 | ||||||||
| Last Modified: | 24 Apr 2024 20:11 |
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