| ชื่อเรื่อง | : | Multi-dimensional encoding to reduce bias in fuzzy knowledge-bases |
| นักวิจัย | : | Young, N. , Stonier, Russel J. |
| คำค้น | : | 280212 Neural Networks, Genetic Alogrithms and Fuzzy Logic. , TBA. , 080108 Neural, Evolutionary and Fuzzy Computation. , 0801 Artificial Intelligence and Image Processing. , 08 Information and Computing Sciences. , Algorithms. , Fuzzy logic. |
| หน่วยงาน | : | Central Queensland University, Australia |
| ผู้ร่วมงาน | : | - |
| ปีพิมพ์ | : | 2547 |
| อ้างอิง | : | http://hdl.cqu.edu.au/10018/16175 , cqu:3050 |
| ที่มา | : | Young, N S & Stonier, R 2004, 'Multi-dimensional encoding to reduce bias in fuzzy knowledge-bases', o |
| ความเชี่ยวชาญ | : | - |
| ความสัมพันธ์ | : | Complex 2004 : Proceedings of the 7th Asia-Pacific Complex Systems Conference, Cairns Convention Centre, Cairns, Australia, 6-10 December 2004. Rockhampton, Qld. : Central Queensland University, 2004. p. 196-206 11 pages Refereed 1876674962 , ACQUIRE [electronic resource] : Central Queensland University Institutional Repository. |
| ขอบเขตของเนื้อหา | : | - |
| บทคัดย่อ/คำอธิบาย | : | This paper presents preliminary study into dimensional bias introduced when a naturaly multi-dimensional structure (eg. a fuzzy logic knowledge-base) is encoded as a single-dimensional string for use in an evolutionary algorithm. The evolutionary algorithm is modified to use a multi-dimensional encoding in favour over a single-dimensional string, preserving the multi-dimensional nature of a fully-specified fuzzy logic knowledge-base. Experiments show a clear benefit in function and data approximation applications, but show no differene in the chosen control application. Side benefits to using multi-dimensional encoding are foud that make it worth considering even if a particular problem does not suffer from significant dimensional bias. |
| บรรณานุกรม | : |
Young, N. , Stonier, Russel J. . (2547). Multi-dimensional encoding to reduce bias in fuzzy knowledge-bases.
กรุงเทพมหานคร : Central Queensland University, Australia. Young, N. , Stonier, Russel J. . 2547. "Multi-dimensional encoding to reduce bias in fuzzy knowledge-bases".
กรุงเทพมหานคร : Central Queensland University, Australia. Young, N. , Stonier, Russel J. . "Multi-dimensional encoding to reduce bias in fuzzy knowledge-bases."
กรุงเทพมหานคร : Central Queensland University, Australia, 2547. Print. Young, N. , Stonier, Russel J. . Multi-dimensional encoding to reduce bias in fuzzy knowledge-bases. กรุงเทพมหานคร : Central Queensland University, Australia; 2547.
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