A fuzzy cognitive map approach to support urban design
| Autor: | Joseph Stefanou, George Xirogiannis, Michael Glykas |
|---|---|
| Rok vydání: | 2004 |
| Předmět: |
Decision support system
First-order predicate business.industry SLD resolution General Engineering Urban design Machine learning computer.software_genre Fuzzy cognitive map Computer Science Applications Knowledge-based systems Artificial Intelligence Artificial intelligence business computer Mathematics |
| Zdroj: | Expert Systems with Applications. 26:257-268 |
| ISSN: | 0957-4174 |
| DOI: | 10.1016/s0957-4174(03)00140-4 |
| Popis: | This paper is concerned with proposing a fuzzy cognitive map (FCM) driven approach for implementing expert decision support in the area of urban design. Previous research activities modeled a knowledge-based system using first order predicate calculus. The current approach utilizes the inherent analogies between SLD resolution trees and FCMs and proposes the generation of multi-branch map hierarchies in order to model the disjointed conjuncts of the logic-based rules. This research proposes specific algorithms for interpreting the logic-based rules to FCMs as well as specific algorithms and formulas for calculating the values of multi-branch map hierarchies. Finally, this paper presents preliminary experiments and comments on the usefulness of the proposed methodology tool. |
| Databáze: | OpenAIRE |
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