Abstract
This paper describes hierarchical modeling of fuzzy logic concepts that has been used within the recently developed model of intelligent systems, called OBOA. The model is based on a multilevel, hierarchical, general object-oriented approach. Current methods and software design and development tools for intelligent systems are usually difficult extend, and it is not easy to reuse their components in developing intelligent systems. The OBOA model tries to reduce these deficiencies. The model starts with a well-founded software engineering principle, making clear distinction between generic, low-level intelligent software components, and domain-dependent, high-level components of an intelligent system. This paper concentrates on modeling and implementation of fuzzy logic concepts within the hierarchical levels of the OBOA model. The fuzzy components described are extensible and adjustable. As an illustration of how these components are used in practice, a practical design example is shown. The paper also suggests some steps towards future design of fuzzy components and tools for intelligent systems.
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References
Arnold, K., Gosling, J.: The Java Programming Language. Addison-Wesley, Reading (1996)
Batory, D., O’Malley, S.: The Design and Implementation of Hierarchical Software Systems with Reusable Components. ACM Transactions on Software Engineering and Methodology 1(4), 355–398 (1992)
Booch, G.: Object-Oriented Analysis and Design with Applications, 2nd edn. Benjamin/Cummings Publishing Company, Inc., Redwood City (1994)
Devedzic, V., Radovic, D.: A Framework for Building Intelligent Manufacturing Systems. Accepted for publication in the IEEE Transactions on Systems, Man, and Cybernetics (1999) (to appear )
Durkin, J.: Expert Systems - Design and Development. Macmillan Publishing Company, New York (1994)
Gamma, E., Helm, R., Johnson, R., Vlissides, J.: Design Patterns: Elements of Reusable Object-Oriented Software. Addison-Wesley, Reading (1994)
Rajlich, V., Silva, J.H.: Evolution and Reuse of Orthogonal Architecture. IEEE Transactions on Software Engineering 22(2), 153–157 (1996)
Rumbaugh, J., Jacobson, I., Booch, G.: Unified Modelling Language Reference Manual. Addison-Wesley, Reading (1997)
Szyperski, C.: Component Software: Beyond Object-Oriented Programming. ACM Press/Addison-Wesley, NY/Reading (1998)
Sendelj, R., Radovic, D., Devedzic, V.: Java Class for Knowladge Represent. In: SYMOPIS 1998 Herceg Novi, September 1998, pp. 337–340 (1998)
Vinoski, S.: CORBA: Integrating Diverse Applications Within Distributed Heterogeneous Environments. IEEE Communications Magazine 14(2), 28–40 (1997)
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© 1999 Springer-Verlag Berlin Heidelberg
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Sendelj, R., Devedzic, V. (1999). Representational Hierarchy of Fuzzy Logic Concepts in the OBOA Model. In: Imam, I., Kodratoff, Y., El-Dessouki, A., Ali, M. (eds) Multiple Approaches to Intelligent Systems. IEA/AIE 1999. Lecture Notes in Computer Science(), vol 1611. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-48765-4_8
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DOI: https://doi.org/10.1007/978-3-540-48765-4_8
Publisher Name: Springer, Berlin, Heidelberg
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