| ชื่อเรื่อง | : | A compositional method using an evolutionary alborithm for finding fuzzy rules in 3-layered hierarchical fuzzy structure |
| นักวิจัย | : | Zajaczkowski, Juliusz M. , Verma, Brijesh. |
| คำค้น | : | Applied research. , 890202 Application Tools and System Utilities. , TBA. , Pendulum. , Algorithms. , Fuzzy systems. , Multi-objective evolutionary algorithms -- Compositional methods -- Hierarchical fuzzy control -- Inverted pendulum |
| หน่วยงาน | : | Central Queensland University, Australia |
| ผู้ร่วมงาน | : | - |
| ปีพิมพ์ | : | 2552 |
| อ้างอิง | : | http://hdl.cqu.edu.au/10018/43661 , cqu:5601 |
| ที่มา | : | Zajaczkowski, J & Verma, B 2009, 'A compositional method using an evolutionary algorithm for finding fuzzy rules in 3-layered hierarchical fuzzy structure', International Journal of Computational Intelligence and Applications, vol. 8, no. 2, pp. 467-485. |
| ความเชี่ยวชาญ | : | - |
| ความสัมพันธ์ | : | International journal of computational intelligence and applications. Singapore. : Imperial College/World Scientific, 2009. Vol. 8, no. 4 (2009), p. 467-485 19 pages Refereed 1469-0268 , ACQUIRE [electronic resource] : Central Queensland University Institutional Repository. |
| ขอบเขตของเนื้อหา | : | - |
| บทคัดย่อ/คำอธิบาย | : | This paper presents a novel compositional method for finding fuzzy rules in a three-layered hierarchical fuzzy structure. The proposed method incorporates a multi-objective evolutionary algorithm and a large set of initial conditions, including dynamical conditions of the system under investigation. The proposed method is focused on handling the large set of initial conditions by a multi-objective evolutionary algorithm and it can be applied to a wide range of dynamical control systems in robotics. The method has been evaluated on a dynamical system such as the inverted pendulum. The experimental results and analysis showed that the proposed method is much better than the existing methods such as amalgamation and single objective evolutionary algorithm based methods. |
| บรรณานุกรม | : |
Zajaczkowski, Juliusz M. , Verma, Brijesh. . (2552). A compositional method using an evolutionary alborithm for finding fuzzy rules in 3-layered hierarchical fuzzy structure.
กรุงเทพมหานคร : Central Queensland University, Australia. Zajaczkowski, Juliusz M. , Verma, Brijesh. . 2552. "A compositional method using an evolutionary alborithm for finding fuzzy rules in 3-layered hierarchical fuzzy structure".
กรุงเทพมหานคร : Central Queensland University, Australia. Zajaczkowski, Juliusz M. , Verma, Brijesh. . "A compositional method using an evolutionary alborithm for finding fuzzy rules in 3-layered hierarchical fuzzy structure."
กรุงเทพมหานคร : Central Queensland University, Australia, 2552. Print. Zajaczkowski, Juliusz M. , Verma, Brijesh. . A compositional method using an evolutionary alborithm for finding fuzzy rules in 3-layered hierarchical fuzzy structure. กรุงเทพมหานคร : Central Queensland University, Australia; 2552.
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